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Sample report

How AI search is seeing tryprofound.com.

Rapid Audit snapshot across 5 AI engines, benchmarked against 3 competitors. 1,125 total responses analysed.

01 · Executive dashboard

The headline numbers.

53.7%
tryprofound.com's share of voice across the 5-engine panel Category leader: otterly.ai at 54.3%. Cited-brand median: 53.7%. tryprofound.com is #2 of 4 audited brands.
±6 percentage points (95% confidence interval)
#2
Brand rank
+0.6pp
Gap to leader
+0.0pp
Gap to median
Positive
Dominant sentiment
02 · What this means

The story behind the numbers.

tryprofound.com sits at 53.7% share of voice — 0.6 percentage points behind otterly.ai. That gap is closable. It's not a position of weakness; it's a position where targeted action can shift the ranking within a quarter. The data below shows exactly where that action should focus.

There's a significant divergence across engines — tryprofound.com achieves 81.3% on Perplexity but only 23.8% on Chatgpt, a spread of 58 percentage points. This divergence matters: it means some engines are finding and surfacing tryprofound.com while others aren't. The engine-by-engine breakdown below identifies which engines to prioritise.

tryprofound.com's domain authority (58) sits above the cohort median (53), which means the foundation is solid. When authority is strong, the ROI on content and structured data improvements is higher — the engines already trust the domain, they just need citable content to work with.

03 · Competitive landscape

Where tryprofound.com ranks.

Share of voice across all audited brands, broken down by engine. Highlighted cells indicate the leader per engine. tryprofound.com is marked with ★.

RankBrandOverall SOVClaudeChatgptPerplexityGeminiAi Overviews
1otterly.ai49.9%57.3%23.8%71.6%24.9%72.0%
2tryprofound.com ★49.4%41.3%23.8%81.3%25.8%74.7%
3peec.ai45.4%52.9%11.1%64.0%22.2%76.9%
4rankscale.ai12.2%7.1%0.0%21.3%8.9%23.6%

tryprofound.com leads on 3 engines. The margin on Chatgpt is tight — a few points of improvement could shift the ranking.

04 · Key findings

Three things to know.

The three most significant patterns the audit uncovered — derived from 1,125 classified AI responses.

F01 · Gap Analysis
The gap
The brand sits 0.6pp behind the category leader and 0.0pp from the cited-brand median.
F02 · Cluster Pattern
The shape
Strongest in 'Category leadership' (69.8%); weakest in 'Pricing and procurement' (37.2%).
F03 · Authority
The foundation
Authority score 58.0 vs cohort median 53.0 — comparable to peers.
05 · Engine-by-engine visibility

How each engine sees you.

Each AI search engine has its own training data, retrieval method, and ranking logic. A brand can dominate one engine and be invisible on another. Understanding the per-engine pattern tells you where to focus.

Perplexity

tryprofound.com ★
81.3%
otterly.ai
71.6%
peec.ai
64.0%
rankscale.ai
21.3%

tryprofound.com leads on Perplexity with 81.3% SOV. This engine is working in your favour — protect this position by ensuring your key pages remain crawlable and your content stays current.

Ai Overviews

peec.ai
76.9%
tryprofound.com ★
74.7%
otterly.ai
72.0%
rankscale.ai
23.6%

tryprofound.com achieves 74.7% on Ai Overviews, trailing peec.ai by 2.2 points. Ai Overviews's retrieval model favours peec.ai's content — likely due to stronger structured data, more third-party citations, or better content alignment with the queries Ai Overviews is answering.

Claude

otterly.ai
57.3%
peec.ai
52.9%
tryprofound.com ★
41.3%
rankscale.ai
7.1%

tryprofound.com achieves 41.3% on Claude, trailing otterly.ai by 16.0 points. Claude's retrieval model favours otterly.ai's content — likely due to stronger structured data, more third-party citations, or better content alignment with the queries Claude is answering.

Gemini

tryprofound.com ★
25.8%
otterly.ai
24.9%
peec.ai
22.2%
rankscale.ai
8.9%

tryprofound.com leads on Gemini with 25.8% SOV. This engine is working in your favour — protect this position by ensuring your key pages remain crawlable and your content stays current.

Chatgpt

tryprofound.com ★
23.8%
otterly.ai
23.8%
peec.ai
11.1%
rankscale.ai
0.0%

tryprofound.com leads on Chatgpt with 23.8% SOV. This engine is working in your favour — protect this position by ensuring your key pages remain crawlable and your content stays current.

06 · Query Decomposition

How AI engines actually research your category.

Modern LLMs don’t answer prompts directly — they fan out into sub-queries, search each one, then synthesise. The reasoning trail captured live during this audit is below. The keywords AI is exploring most often are where your next content opportunities live.

1,380
Total fan-out queries
993
Unique sub-queries
3.1
Avg per prompt-run
2 of 5
Engines decomposing

The 10 most common sub-queries the AI explored

#Sub-queryFrequencyEngines
1AI Visibility Tracker platforms11Claude, Gemini
2AI Visibility Tracker platforms month-to-month billing10Claude, Gemini
3AI Visibility Tracker tools 202610Claude
4AI Visibility Tracker pricing tiers10Claude, Gemini
5AI Visibility Tracker platforms pricing8Claude, Gemini
6AI Visibility Tracker contract structures8Claude, Gemini
7AI Visibility Tracker per-usage pricing8Claude, Gemini
8AI Visibility Tracker tools7Gemini
9AI Visibility Tracker solutions7Gemini
10AI SEO tools6Gemini

Worked example: how each engine decomposed the same prompt

Original prompt: Which AI Visibility Tracker solution is the best value?

Claude
3 sub-queries
  • AI Visibility Tracker solutions comparison
  • AI visibility tracker pricing 2026 Otterly Hall AIclicks
  • AI visibility tracker pricing comparison 2026
Gemini
8 sub-queries
  • AI Visibility Tracker solutions
  • best AI Visibility Tracker tools
  • Otterly AI pricing features reviews value
  • Nightwatch AI visibility pricing features reviews value
  • Peec AI pricing features reviews value
  • Rankscale AI pricing features reviews value
  • SE Visible pricing features reviews value
  • Ahrefs Brand Radar pricing features reviews value
07 · Keyword opportunities

Where to focus content next.

Each row below is a sub-query the AI engines explored during this audit. If you don’t currently rank organically for these queries, you are missing a primary AI citation pathway. These are discrete, actionable content gaps you can close.

OPP 01
Medium frequency2 engines
“AI Visibility Tracker platforms”
Surfaced in 11 prompt-runs across Claude, Gemini
AI engines explored “AI Visibility Tracker platforms” repeatedly during this audit. Audit your current rankings for this phrase. If you are outside the top 10 organic results, the AI engines are unlikely to cite you when handling related questions. Recommended: a comparison or review-style asset optimised for it.
OPP 02
Medium frequency2 engines
“AI Visibility Tracker platforms month-to-month billing”
Surfaced in 10 prompt-runs across Claude, Gemini
AI engines explored “AI Visibility Tracker platforms month-to-month billing” repeatedly during this audit. Audit your current rankings for this phrase. If you are outside the top 10 organic results, the AI engines are unlikely to cite you when handling related questions. Recommended: a comparison or review-style asset optimised for it.
OPP 03
Medium frequency1 engine
“AI Visibility Tracker tools 2026”
Surfaced in 10 prompt-runs across Claude
AI engines explored “AI Visibility Tracker tools 2026” repeatedly during this audit. Audit your current rankings for this phrase. If you are outside the top 10 organic results, the AI engines are unlikely to cite you when handling related questions. Recommended: a comparison or review-style asset optimised for it.
OPP 04
Medium frequency2 engines
“AI Visibility Tracker pricing tiers”
Surfaced in 10 prompt-runs across Claude, Gemini
AI engines explored “AI Visibility Tracker pricing tiers” repeatedly during this audit. Audit your current rankings for this phrase. If you are outside the top 10 organic results, the AI engines are unlikely to cite you when handling related questions. Recommended: a comparison or review-style asset optimised for it.
OPP 05
Low frequency2 engines
“AI Visibility Tracker platforms pricing”
Surfaced in 8 prompt-runs across Claude, Gemini
“AI Visibility Tracker platforms pricing” appeared as a sub-query in multiple AI engines’s research path. Worth reviewing whether your existing content addresses it directly. If not, consider adding a section or FAQ entry that maps to this phrasing.
OPP 06
Low frequency2 engines
“AI Visibility Tracker contract structures”
Surfaced in 8 prompt-runs across Claude, Gemini
“AI Visibility Tracker contract structures” appeared as a sub-query in multiple AI engines’s research path. Worth reviewing whether your existing content addresses it directly. If not, consider adding a section or FAQ entry that maps to this phrasing.
OPP 07
Low frequency2 engines
“AI Visibility Tracker per-usage pricing”
Surfaced in 8 prompt-runs across Claude, Gemini
“AI Visibility Tracker per-usage pricing” appeared as a sub-query in multiple AI engines’s research path. Worth reviewing whether your existing content addresses it directly. If not, consider adding a section or FAQ entry that maps to this phrasing.
OPP 08
Low frequency1 engine
“AI Visibility Tracker tools”
Surfaced in 7 prompt-runs across Gemini
“AI Visibility Tracker tools” appeared as a sub-query in Gemini’s research path. Worth reviewing whether your existing content addresses it directly. If not, consider adding a section or FAQ entry that maps to this phrasing.

Opportunities are ranked by frequency. Audit your current organic ranking for each in your preferred SEO tool, then prioritise the high-frequency queries where you rank below position 10.

08 · Topic cluster deep-dive

Where you're strong — and where you're not.

Prompts are grouped into intent clusters that reflect how real buyers search. Each card includes buyer-journey context explaining why that cluster matters commercially.

Pricing and procurement
YOUR WEAKEST
37.2%
tryprofound.com share of voice
Buyers asking about cost, plans, and purchasing logistics. High commercial intent — these people have budget.
56.1%otterly.ai
49.0%peec.ai
37.2%tryprofound.com ★
21.9%rankscale.ai
Use-case fit
59.6%
tryprofound.com share of voice
Queries about whether a product fits a specific need. The AI's answer here directly shapes consideration.
59.6%tryprofound.com ★
39.9%otterly.ai
39.3%peec.ai
8.2%rankscale.ai
Direct alternatives
46.8%
tryprofound.com share of voice
When buyers already know a competitor and ask for alternatives, this is where you either capture or lose the switch.
56.4%peec.ai
55.9%otterly.ai
46.8%tryprofound.com ★
21.8%rankscale.ai
Category leadership
YOUR STRONGEST
69.8%
tryprofound.com share of voice
These are the queries where buyers ask 'who's the best?' — the highest-value real estate in AI search.
69.8%tryprofound.com ★
61.9%peec.ai
59.4%otterly.ai
12.9%rankscale.ai
Buyer-intent comparisons
54.6%
tryprofound.com share of voice
These are bottom-of-funnel queries from people actively comparing options before a purchase decision.
59.3%otterly.ai
54.6%tryprofound.com ★
48.5%peec.ai
6.2%rankscale.ai

The spread between tryprofound.com's strongest cluster (Category leadership, 69.8%) and weakest (Pricing and procurement, 37.2%) is 33 percentage points. This tells you where AI engines associate tryprofound.com with the category — and where they don't. The weakest cluster is typically the highest-ROI target for new content, because you're starting from a low base where even small improvements are visible.

09 · Sentiment profile

How AI frames you.

When AI engines mention tryprofound.com, what tone do they use? Sentiment is classified per-mention across 517 total brand references. The dominant frame is positive.

50%
47%
2%
Positive 50% Neutral 47% Negative 2%

The sentiment distribution is within normal range. Monitor it quarterly to catch any drift before it compounds.

10 · Authority benchmark

The foundation underneath.

Authority signals triangulated across Ahrefs Domain Rating and Moz Domain Authority, alongside referring-domain count and organic traffic value for full context. Higher authority correlates with higher AI citation rates — engines trust domains that the wider web trusts.

tryprofound.com is punching above its link profile. Organic traffic value of $44k/mo is well above the cohort median ($2k/mo) and triangulated authority (58) is above the median (53) — yet referring domains (425) sit below the cohort median (1,789). This is unusually efficient: every backlink tryprofound.com earns is doing more work than for a typical competitor. Maintain link velocity and the gap to traffic-leaders compounds in your favour.

DomainTriangulatedAhrefs DRMoz DARef domainsOrganic kwsOrganic traffic valueSources
tryprofound.com ★58.076.040.04251,476$43.9k/moahrefs_dr, moz_da
otterly.ai52.571.034.02,163725$1.9k/moahrefs_dr, moz_da
peec.ai53.071.035.01,789402$1.3k/moahrefs_dr, moz_da
rankscale.ai43.558.029.0603135$679/moahrefs_dr, moz_da
11 · Recommendations

What to do next.

Five prioritised actions derived directly from the audit data. Each includes an impact rating, timeline, and specific implementation steps.

PRIORITY 1
High impact4–8 weeks
Close the gap in “Pricing and procurement” queries
tryprofound.com's SOV in Pricing and procurement is 37.2% vs otterly.ai at 56.1%.
This cluster represents queries where buyers are actively evaluating options and tryprofound.com is being overlooked.
  1. Identify the 3–5 highest-intent prompts in the Pricing and procurement cluster from the appendix below
  2. Create a dedicated comparison page on tryprofound.com's site addressing each prompt directly
  3. Add FAQ schema markup to each page so AI engines can extract structured answers
  4. Publish a supporting blog post that links to the comparison page for internal link equity
  5. Submit updated pages to Google Search Console for re-crawl
PRIORITY 2
Medium impact2-4 weeks
Consolidate your lead on Chatgpt
tryprofound.com leads on Chatgpt at 23.8%, but absolute share of voice is the lowest across audited engines.
Chatgpt is your weakest absolute SOV. Even though you're #1, the category as a whole barely surfaces here. Lifting absolute presence protects your lead and grows the pie.
  1. Audit your top 10 pages for content Chatgpt can extract cleanly (clear headings, definition paragraphs, structured data)
  2. Add FAQ and HowTo schema to category-defining pages
  3. Identify the 5 prompts where Chatgpt returned no clear leader and create authoritative answers
  4. Publish original research or proprietary data that gives Chatgpt something cite-worthy
  5. Monitor Chatgpt performance in the next quarterly audit to confirm the lead held
PRIORITY 3
Medium impact2–4 weeks
Leverage your authority advantage
tryprofound.com's authority (58) is above the cohort median (53).
Your authority is a competitive moat. Use it by creating content AI engines want to cite.
  1. Publish original research or proprietary data that only your brand can provide
  2. Create definitive 'ultimate guide' content for your top 5 category queries
  3. Add structured data (FAQ, HowTo, Product) to all key landing pages
  4. Build internal linking from high-authority pages to newer GEO-optimised content
  5. Monitor for authority erosion — if competitors are gaining, increase Digital PR cadence
PRIORITY 4
Low impactOngoing
Maintain positive sentiment momentum
50% positive sentiment is healthy.
Keep the flywheel spinning with fresh positive signals.
  1. Maintain a quarterly cadence of case study publication
  2. Set up alerts for new reviews and respond within 48 hours
  3. Track sentiment in each quarterly audit — catch drift early
  4. Encourage satisfied customers to share their experience on public platforms
PRIORITY 5
High impact2–4 weeks
Build structured citation paths
Strongest cluster: “Category leadership”. AI engines already associate tryprofound.com with these queries.
Structured data is the bridge between having good content and being cited by AI engines.
  1. Add FAQ schema to your top 5 landing pages — start with pages that map to Category leadership
  2. Implement HowTo schema on any instructional or process content
  3. Add Product or Service schema to your pricing and feature pages
  4. Create a dedicated '/vs/' comparison page for each named competitor
  5. Validate all schema using Google's Rich Results Test before deploying
  6. Submit an updated sitemap and request re-indexing via Search Console
12 · Methodology

How we measured this.

Full transparency on the audit methodology, data collection, and classifier reliability.

45
Prompts
5
AI engines
5
Runs per prompt-engine
1,125
Total responses
±6pp
Confidence interval
85.6%
Classification rate

Engines queried

Claude, Chatgpt, Perplexity, Gemini, Ai Overviews. Each engine was queried independently with the same prompt panel. Responses were captured in full and classified by an AI classifier for brand mention, position, citation type, and sentiment.

Classification

963 of 1,125 responses were successfully classified (85.6% success rate). 162 responses failed classification and were excluded from the SOV denominator to avoid deflating scores.

Why 162 responses were unclassified

The brand name “tryprofound.com” overlaps with common English vocabulary. When an AI engine uses the word in a non-brand context, our classifier conservatively marks the response as ambiguous rather than guessing. This protects the accuracy of the SOV figures by ensuring only confident classifications are counted. The 963 successfully classified responses provide a robust sample for all metrics in this report.

Confidence

SOV figures carry a ±6 percentage-point confidence interval at the 95% level. This means the true share of voice is within 6 points of the reported figure in 95 out of 100 repeated audits.

13 · Appendix — Prompt panel

Every prompt we asked.

The full panel of 45 prompts, grouped by intent cluster. Each prompt was sent to every engine 5 times. Use this to understand exactly what AI engines were asked and cross-reference with the cluster analysis above.

Category leadership (9 prompts)

  • p-a215a32e
    What are the leading AI Visibility Tracker solutions in 2026?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker solutions 2026
    Gemini:
    • leading AI Visibility Tracker solutions 2026
    • best AI SEO tools 2026
    • AI content performance tracking tools 2026
    • top AI content performance tracking platforms 2026
    • top AI content performance tracking platforms
    • AI search presence monitoring tools
  • p-fbe50d4e
    Which AI Visibility Tracker products are most popular among mid-market companies?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker products mid-market companies popular
    • AI Visibility Tracker products mid-market companies
    Gemini:
    • AI-powered visibility tracker products mid-market popularity
    • best AI SEO tools for mid-market
    • AI brand monitoring tools mid-market review
    • competitive intelligence AI tools mid-market adoption
    • AI project visibility tools mid-market ranking
    • popular AI-driven analytics platforms for mid-market businesses
  • p-41a28ea0
    Who are the top vendors in the AI Visibility Tracker space right now?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker top vendors 2026
    • AI Visibility Tracker top vendors
    Gemini:
    • AI Visibility Tracker top vendors
    • leading AI Visibility Tracker companies
    • AI Visibility Tracker market analysis
    • AI observability tools vendors
    • top vendors AI Visibility Tracker
    • leading AI observability platforms
  • p-80f6f57f
    Which AI Visibility Tracker platforms have the strongest market presence?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platforms market leaders
    Gemini:
    • AI Visibility Tracker platforms
    • AI content visibility tools
    • AI SEO tools market share
    • top AI content optimization platforms
    • leading AI digital marketing tools competitive analysis
    • AI content optimization tools
  • p-d578df74
    What's the current landscape of AI Visibility Tracker tools?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker tools 2026
    Gemini:
    • AI Visibility Tracker tools
    • AI SEO tools
    • AI content optimization tools
    • AI content performance tracking
    • AI SERP tracking
    • best AI SEO tools 2024
  • p-6d24e0ac
    Who are the established players in AI Visibility Tracker?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker established players
    Gemini:
    • AI Visibility Tracker definition
    • AI performance monitoring tools established players
    • AI model governance platforms leading vendors
    • AI observability platforms major players
    • AI content visibility tracking tools
    • AI model performance monitoring platforms
  • p-718fdfd3
    Which AI Visibility Tracker solutions are trusted by Fortune 500 companies?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker Fortune 500 companies
    Gemini:
    • AI Visibility Tracker solutions
    • what are AI visibility tracker solutions
    • AI performance monitoring Fortune 500
    • AI model observability Fortune 500
    • AI governance tools Fortune 500
    • MLOps platforms Fortune 500
  • p-d7b63bab
    What are the most-recommended AI Visibility Tracker platforms?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platforms recommended
    Gemini:
    • most recommended AI Visibility Tracker platforms
    • best AI Visibility Tracker tools
    • top AI content visibility platforms reviews
    • AI SEO tools for visibility tracking
    • best AI SEO tools
    • top AI content visibility tools
  • p-185b58f8
    Which AI Visibility Tracker vendors lead in enterprise adoption?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker vendors enterprise adoption leaders
    • Profound Evertune Conductor enterprise AI visibility market share
    • AI Visibility Tracker enterprise adoption leaders
    • Profound AI visibility enterprise customers
    • Profound Brandlight enterprise customers 2026
    Gemini:
    • AI visibility tracker definition
    • AI observability platform enterprise adoption leaders
    • MLOps platform enterprise market share
    • AI governance tools enterprise adoption trends
    • leading AI Visibility Tracker vendors enterprise adoption
    • top AI visibility platforms for enterprises

Direct alternatives (9 prompts)

  • p-cf56dc9d
    What are good alternatives to the most popular AI Visibility Tracker platforms?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platforms
    • most popular AI visibility tracking platforms 2026
    • popular AI Visibility Tracker platforms
    • most popular AI Visibility Tracker platforms 2026
    • AI visibility tracker alternatives Profound ZipTie Otterly
    • most popular AI Visibility Tracker platforms
    Gemini:
    • most popular AI Visibility Tracker platforms
    • AI SEO tools
    • alternatives to leading AI visibility trackers
    • AI visibility tracker alternatives
    • SERP tracking tools for AI content
    • competitor AI content analysis platforms
  • p-c47e0881
    If I'm not happy with my current AI Visibility Tracker tool, what should I look at?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker tool alternatives features
    Gemini:
    • AI Visibility Tracker alternatives
    • key features of AI visibility tracking tools
    • common problems with AI visibility trackers
    • how to choose an AI visibility tool
    • AI Visibility Tracker tools alternatives
    • what to look for in an AI visibility tracker
  • p-56816f33
    What are the best second-tier AI Visibility Tracker solutions for SMBs?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker solutions SMB small business
    • affordable AI visibility tracking tools comparison 2026
    • AI Visibility Tracker solutions SMB second-tier
    • Peec AI Nightwatch AI Search Watcher comparison SMB
    • AI Visibility Tracker solutions SMB
    • second-tier AI Visibility Tracker tools
    Gemini:
    • AI Visibility Tracker solutions for SMBs explained
    • what is AI visibility tracking
    • benefits of AI visibility tracking for small businesses
    • second-tier AI Visibility Tracker solutions for SMBs
    • AI Visibility Tracker for small and medium businesses
    • affordable AI SEO tools for SMBs
  • p-2eb8ffdb
    Are there cheaper alternatives to enterprise AI Visibility Tracker platforms?
    Fan-out queries triggered
    Claude:
    • enterprise AI Visibility Tracker platforms alternatives
    • enterprise AI Visibility Tracker platform alternatives
    Gemini:
    • what are enterprise AI Visibility Tracker platforms
    • cost of enterprise AI Visibility Tracker platforms
    • features of enterprise AI Visibility Tracker platforms
    • what do enterprise AI Visibility Tracker platforms do
    • cheaper AI visibility tracking tools
    • open-source AI observability tools
  • p-b2547966
    What are emerging AI Visibility Tracker tools worth evaluating?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker tools 2026
    Gemini:
    • emerging AI Visibility Tracker tools
    • AI observability platforms
    • AI model monitoring tools
    • MLOps visibility tools
    • AI governance and compliance tools
    • AI observability platforms worth evaluating
  • p-4e108222
    Which AI Visibility Tracker startups are challenging the incumbents?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker startups 2026
    • AI Visibility Tracker incumbents established players
    • AI Visibility Tracker market incumbents leaders
    • AI Visibility Tracker startups
    • AI visibility tracker incumbents market leaders
    • AI visibility tracker incumbents established players
    Gemini:
    • AI Visibility Tracker startups
    • AI SEO tools challenging incumbents
    • AI content performance tracking startups
    • AI marketing analytics startups vs established players
    • emerging AI SEO platforms
    • AI digital presence tracking startups
  • p-46682201
    What are the best open-source AI Visibility Tracker options?
    Fan-out queries triggered
    Claude:
    • open source AI visibility tracker
    • best open source AI visibility tracker
    • open-source AI Visibility Tracker
    Gemini:
    • open-source AI visibility tracker
    • best open-source machine learning experiment tracking tools
    • open-source ML model monitoring tools
    • open-source AI model monitoring
    • open-source ML experiment tracking
    • open-source MLOps platforms visibility
  • p-6b1643b4
    Which AI Visibility Tracker tools work best for engineering-led teams?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker tools engineering teams
    • AI visibility tracker API integration developer features
    • AI visibility tracking tools API integrations technical teams developers
    • API integrations custom workflows AI visibility tools developers
    • AI visibility tools API integration developer teams
    Gemini:
    • AI Visibility Tracker tools for engineering teams
    • MLOps platforms with AI visibility for engineers
    • model monitoring tools for engineering-led teams
    • AI observability tools for data scientists and engineers
    • best AI observability platforms for engineers
    • AI model monitoring tools for MLOps
  • p-adcd8583
    What are some niche AI Visibility Tracker solutions for specific use cases?
    Fan-out queries triggered
    Claude:
    • AI visibility tracker niche solutions
    • niche AI visibility tracker solutions
    • niche AI visibility tracker solutions specific use cases
    Gemini:
    • niche AI model visibility tracking
    • specialized AI content visibility tools
    • AI feature usage analytics for specific industries
    • AI output monitoring for niche applications
    • AI bias detection tools for specific use cases
    • AI explainability platforms for regulatory compliance

Buyer-intent comparisons (9 prompts)

  • p-a5fc82d4
    Which AI Visibility Tracker solution is best for mid-market companies?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker mid-market companies
    • AI Visibility Tracker mid-market companies best solution
    • AI Visibility Tracker mid-market companies best
    Gemini:
    • what is AI Visibility Tracker solution
    • AI-powered visibility tools business
    • AI visibility platform definition
    • best AI Visibility Tracker solutions for mid-market companies
    • AI brand mention tracking mid-market price
    • AI content optimization tools for medium businesses
  • p-29de6ed3
    Which AI Visibility Tracker platform offers the best ROI?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platform ROI comparison
    Gemini:
    • AI Visibility Tracker platforms
    • top AI Visibility Tracker tools
    • AI SEO platforms
    • AI content optimization platforms ROI
    • Profound AI pricing ROI case studies
    • SE Visible pricing ROI case studies
  • p-47a9aa36
    Which AI Visibility Tracker tool is most highly rated by users?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker tool ratings reviews
    • Peec AI G2 ratings OMR reviews
    • Peec AI G2 ratings user reviews
    • Peec AI user ratings G2 OMR reviews
    Gemini:
    • AI Visibility Tracker tools user reviews
    • best AI Visibility Tracker software ratings
    • top AI Visibility Tracker tools comparison
    • top-rated AI SEO tools user feedback
    • top-rated AI SEO tools
    • best AI Visibility Tracker software
  • p-065a40ce
    What AI Visibility Tracker solution has the best customer reviews?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker solutions customer reviews
    • AIClicks G2 rating reviews
    • AI Visibility Tracker solution customer reviews
    • AIclicks G2 rating reviews
    • AI Visibility Tracker customer reviews
    • OtterlyAI G2 reviews ratings
    Gemini:
    • AI Visibility Tracker solutions reviews
    • best AI Visibility Tracker software customer testimonials
    • SE Ranking AI Visibility Tracker customer reviews G2 Capterra Trustpilot
    • Profound AI customer reviews G2 Capterra Trustpilot
    • Otterly AI customer reviews G2 Capterra Trustpilot
    • Peec AI customer reviews G2 Capterra Trustpilot
  • p-98bf1a06
    Which AI Visibility Tracker platforms have the strongest enterprise features?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platforms enterprise features
    Gemini:
    • AI Visibility Tracker enterprise features platforms
    • enterprise AI observability platforms
    • enterprise MLOps platforms features
    • AI model monitoring enterprise solutions
    • AI governance platforms enterprise
    • enterprise AI visibility platforms
  • p-3d6746a7
    Which AI Visibility Tracker solution is the best value?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker solutions comparison
    • AI visibility tracker pricing 2026 Otterly Hall AIclicks
    • AI visibility tracker pricing comparison 2026
    Gemini:
    • AI Visibility Tracker solutions
    • best AI Visibility Tracker tools
    • Otterly AI pricing features reviews value
    • Nightwatch AI visibility pricing features reviews value
    • Peec AI pricing features reviews value
    • Rankscale AI pricing features reviews value
  • p-4bef4998
    What's the most reliable AI Visibility Tracker platform?
    Fan-out queries triggered
    Claude:
    • best AI Visibility Tracker platform 2026
    • AI Visibility Tracker platform reliable
    Gemini:
    • most reliable AI Visibility Tracker platform
    • best AI visibility tools reviews
    • most reliable AI Visibility Tracker platforms
    • best AI SEO tracking tools
    • AI SERP visibility tools reliability comparison
    • best AI SERP tracking tools
  • p-bdf49491
    Which AI Visibility Tracker tool has the best implementation experience?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker tools comparison
    • AI Visibility Tracker implementation ease of use setup
    • AI Visibility Tracker tool implementation experience
    • best AI visibility tracker ease of implementation user reviews 2026
    • Visby Rankscale OtterlyAI implementation ease of use comparison
    • AI Visibility Tracker tools comparison implementation
    Gemini:
    • AI Visibility Tracker tools
    • best AI Visibility Tracker implementation experience reviews
    • AI content visibility tools
    • SERP tracking AI
    • AI content SEO tracking tools best implementation experience
    • tools to track visibility of AI-generated content ease of setup
  • p-5c8d020d
    What AI Visibility Tracker solution scales best with company growth?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker solution scalable company growth
    • enterprise AI visibility tracker scalability features
    • AI Visibility Tracker solutions scalability company growth
    • enterprise AI visibility tracker scalability features unlimited users
    • AI Visibility Tracker solution scalability company growth
    Gemini:
    • AI Visibility Tracker solutions for company growth
    • scalable AI Visibility Tracker platforms
    • best AI visibility tools for enterprise
    • AI Visibility Tracker solutions
    • scalable AI visibility platforms
    • best AI tools for marketing visibility scaling

Use-case fit (9 prompts)

  • p-ecf2aed6
    Which AI Visibility Tracker solution works best for a 200-person company?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker 200 person company
    • AI visibility tracker comparison mid-sized business pricing 2026
    • best AI visibility tracker mid-sized business comparison
    • best AI visibility tracker mid-sized company pricing comparison
    • AI visibility tracker pricing comparison mid-size company
    • AI Visibility Tracker solutions 200 person company
    Gemini:
    • AI visibility tracker for companies
    • What is an AI visibility tracker?
    • AI-powered business intelligence tools for medium-sized companies
    • AI marketing visibility tools for 200 employees
    • AI operational visibility solutions for 200 employees
    • AI Visibility Tracker for small to medium businesses
  • p-f0727186
    What AI Visibility Tracker platform is right for a 500-person company?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platform 500 person company
    • AI visibility tracker pricing mid-sized business comparison 2026
    • AI visibility tracker mid-size company best platform comparison
    • AI visibility tracker mid-market companies pricing comparison
    • AI visibility tracker mid-size company pricing comparison 2026
    • AI visibility tracker mid-size business pricing comparison 2026
    Gemini:
    • AI Visibility Tracker platform for enterprises
    • AI model monitoring tools for large companies
    • MLOps platforms for 500 person company
    • AI governance and compliance platforms
    • Explainable AI (XAI) tools for businesses
    • AI Visibility Tracker platform definition
  • p-783dcd3c
    Which AI Visibility Tracker tool fits a fast-growing startup?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker tools startups
    • AI Visibility Tracker tools startups 2026
    Gemini:
    • AI Visibility Tracker tools for fast-growing startups
    • AI SEO tools for fast-growing businesses
    • best AI content optimization tools for startups
    • scalable AI marketing analytics for startups
    • AI Visibility Tracker tools for startups
    • best AI content tracking tools for fast-growing businesses
  • p-ca3b7d76
    What AI Visibility Tracker solution works well for distributed teams?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker distributed teams
    Gemini:
    • AI Visibility Tracker for distributed teams
    • AI project management tools distributed teams
    • AI Visibility Tracker distributed teams
    • AI project management tools remote teams
    • AI collaboration tools for distributed engineering
    • AI Visibility Tracker solution for distributed teams
  • p-81475a53
    Which AI Visibility Tracker platforms suit engineering-led organizations?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platforms engineering organizations
    • Levo.ai AI visibility engineering teams technical
    • Levo.ai AI visibility engineering teams technical integration
    • Levo.ai engineering teams AI visibility governance
    • Levo.ai ZipTie developer engineering teams AI visibility
    • ZipTie.dev Levo.ai engineering teams API integration
    Gemini:
    • AI Visibility Tracker platforms for engineering organizations
    • AI observability tools for engineers
    • ML monitoring platforms for MLOps teams
    • AI governance tools for engineering
    • AI Visibility Tracker meaning engineering-led organizations
    • AI model visibility for engineering teams
  • p-aa721b01
    What AI Visibility Tracker solutions work for highly-regulated industries?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker highly regulated industries
    • AI Visibility Tracker solutions regulated industries
    Gemini:
    • AI visibility tracker highly regulated industries
    • AI governance platform regulated industries
    • AI Visibility Tracker highly-regulated industries
    • AI governance tools regulated industries
    • AI Visibility Tracker highly regulated industries
    • AI governance solutions finance
  • p-4ebfc332
    Which AI Visibility Tracker tools handle high-volume environments well?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker tools high-volume environments
    • Semrush Brandwatch enterprise scale AI visibility tracking
    • Semrush AI visibility tracker enterprise scale high volume
    • AI Visibility Tracker tools high volume environments
    • enterprise scale AI visibility tracking Semrush Brandwatch
    Gemini:
    • AI Visibility Tracker tools high volume environments
    • Enterprise AI Visibility tools
    • AI visibility tracker tools high volume environments
    • AI model monitoring tools high volume
    • ML observability platforms scalability
    • AI performance monitoring large scale
  • p-482015c5
    What AI Visibility Tracker platforms support multi-entity businesses?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platforms multi-entity businesses
    • AI visibility tracker multi-brand enterprise support
    • AI Visibility Tracker multi-entity businesses
    • AI visibility tracker multi-entity multiple brands enterprise
    • multi-entity multi-brand AI visibility tracking platforms
    • AI visibility tracker multi-entity multi-brand support
    Gemini:
    • AI Visibility Tracker platforms for multi-entity businesses
    • AI SEO platforms multi-location businesses
    • AI visibility management for franchises
    • AI local SEO tools for multiple locations
    • AI Visibility Tracker platforms multi-entity businesses
    • AI Visibility Tracker platforms multi-entity
  • p-4e13a964
    Which AI Visibility Tracker solutions work for global organizations?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker solutions global organizations
    Gemini:
    • AI Visibility Tracker solutions for global organizations
    • Enterprise AI Governance platforms global
    • AI Visibility Tracker global organizations
    • Enterprise AI Visibility solutions
    • AI visibility platforms for global enterprises
    • AI supply chain visibility for global organizations

Pricing and procurement (9 prompts)

  • p-fd6ff33c
    What's the typical pricing range for AI Visibility Tracker platforms?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platform pricing
    Gemini:
    • AI Visibility Tracker platforms pricing
    • cost of AI visibility tools
    • AI SEO platform pricing
    • AI content optimization tool pricing
    • AI Visibility Tracker platforms pricing range
    • AI monitoring tools pricing
  • p-28dd1934
    Which AI Visibility Tracker solutions offer the best ROI for SMBs?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker solutions SMB ROI 2026
    • AI Visibility Tracker solutions SMB ROI
    • AI Visibility Tracker solutions ROI SMB
    • AI visibility tracker SMB pricing comparison 2026
    Gemini:
    • best AI visibility tracker solutions for SMBs
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    • affordable AI SEO tools SMBs
    • AI content optimization tools for small business ROI
    • Indexly AI visibility tracker SMB ROI pricing features
    • Averi AI visibility tracker SMB ROI pricing features
  • p-a413b945
    How much does enterprise AI Visibility Tracker typically cost?
    Fan-out queries triggered
    Claude:
    • enterprise AI Visibility Tracker pricing cost
    • enterprise AI Visibility Tracker cost pricing
    Gemini:
    • enterprise AI Visibility Tracker cost
    • AI Visibility Platform pricing
    • cost of AI observability tools enterprise
    • enterprise AI monitoring solution pricing
    • enterprise AI governance platform pricing
    • AI observability platform pricing
  • p-2c49d1aa
    Which AI Visibility Tracker tools offer transparent per-seat pricing?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker tools per-seat pricing
    Gemini:
    • AI Visibility Tracker tools per seat pricing
    • AI SEO tools transparent pricing per user
    • AI Visibility Tracker tools
    • AI SERP tracking tools
    • AI content visibility tools
    • Otterly.ai pricing per seat
  • p-668f96f9
    What are common AI Visibility Tracker contract structures?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker contract structures
    • AI visibility tracker pricing models subscription structure
    • AI visibility tracking pricing models subscription structure
    Gemini:
    • AI Visibility Tracker contract structures
    • common contract types for AI solutions
    • AI visibility tracker service agreements
    • contract models for AI monitoring services
    • subscription agreements for AI visibility platforms
    • licensing agreements for AI brand monitoring tools
  • p-7e682a53
    Which AI Visibility Tracker platforms allow month-to-month billing?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platforms month-to-month billing
    Gemini:
    • AI Visibility Tracker platforms month-to-month billing
    • AI SEO tools monthly subscription
    • SERP tracking tools monthly subscription
    • AI SEO tools flexible billing
  • p-80201aba
    Are there AI Visibility Tracker solutions with per-usage pricing?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker per-usage pricing
    • Peec AI pricing usage-based model
    • Peec AI pricing usage-based
    • Peec AI usage-based pricing 2026
    Gemini:
    • AI Visibility Tracker per-usage pricing
    • AI Visibility Tracker pay-as-you-go
    • AI Visibility Tracker per usage pricing
    • AI SEO tools pay per use
    • AI Visibility Tracker usage-based billing
    • AI observability tools pay-per-use
  • p-25a7e9e6
    Which AI Visibility Tracker platforms publish their pricing publicly?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker platforms pricing
    • Sight AI Otterly SE Visible pricing public transparent
    • AI Visibility Tracker platforms
    • AI Visibility Tracker pricing public Otterly Peec Amplitude Visiblie
    • Sight AI Otterly AIclicks SE Visible pricing public
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    Gemini:
    • AI Visibility Tracker platforms pricing
    • AI SEO tools pricing publicly available
    • AI Visibility Tracker platforms
    • AI Visibility Tracker pricing public
    • AI Visibility Tracker platforms pricing publicly
    • SEO AI ranking tools pricing publicly
  • p-ddd0c516
    What's the difference between AI Visibility Tracker pricing tiers?
    Fan-out queries triggered
    Claude:
    • AI Visibility Tracker pricing tiers
    • "AI Visibility Tracker" pricing plans features
    • "AI Visibility Tracker" pricing tiers features
    Gemini:
    • AI Visibility Tracker pricing tiers
    • AI Visibility Tracker plans comparison
    • AI Visibility Tracker subscription levels
    • AI Visibility Tracker features pricing
    • AI Visibility Tracker pricing
    • AI Visibility Tracker plans features