Measurement

Measure AI visibility. Verify every number.

See how AI answer engines present your brand, how you compare with competitors, what to fix next, and how to put it to work in your own tools.

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Netrush · Citations overviewDecision-ready

Citation share28.7%

CI26.2% – 29.4%

Coverage25.7%

CI24.0% – 27.4%

Mentions482

CI461 – 503

Net sentiment+48 pts

CI+43 – +53 pts

EngineCitation share with rangeShare

Perplexity

34.1%

Gemini

27.9%

ChatGPT

24.6%

AI Overviews

19.2%

Other tools give you a number. IQRush gives you the range.

Every metric is sampled repeatedly and reported with a confidence interval, so you act on signal, not noise.

Our methodology

Measure

See where you stand in every AI engine.

Citations, mentions and sentiment for your brand and competitors, sampled across ChatGPT, Perplexity, Gemini, Google AI Overviews, Claude, Copilot and Mistral.

Measured across every major answer engine

ChatGPT

Perplexity

Gemini

Google AI Overviews

Claude

Copilot

Mistral

Sentiment by platform

ChatGPT

53%37%10%

Claude

60%30%10%

Gemini

41%44%15%

Perplexity

62%30%8%

AI Overviews

48%41%11%

Copilot

51%38%11%

Mistral

46%43%11%

See how each AI engine sees you.

Compare how every engine talks about your brand, side by side.

Top cited pages

Page

Citations

Engines

/guides/ai-searchTracked

1,284

1,212 - 1,356

7 of 7

/pricingYou

1,196

1,121 - 1,271

7 of 7

A/blog/brand-audit

402

371 - 433

5 of 7

/case-studies

371

341 - 401

5 of 7

/workTracked

356

318 - 394

4 of 7

Top cited pages

Page

Citations

/guides/ai-searchTracked

1,284

1,212 - 1,356

/pricingYou

1,196

1,121 - 1,271

A/blog/brand-audit

402

371 - 433

/case-studies

371

341 - 401

/workTracked

356

318 - 394

See which pages earn the citations.

Yours and your competitors’, down to the URL that earned the citation.

Compare

Know who’s really ahead, and by how much.

Rank against the competitors that matter, using verified numbers instead of single snapshots, and see which engines, topics and questions drive the difference.

Signal29.7%CI27.9 – 31.5

NetrushYou28.7%CI26.2 – 29.4

#3AAssembly9.3%CI8.6 – 10.0

Track the competitors that matter.

Pick your set, including the niche players that actually compete for your answers. Every rank comes with its range.

Factor diagnosticsMetricCitation share

Citation share by engineNetrushTop-3 medianRange

Perplexity34.1%CI29.6 – 38.6

Gemini27.9%CI25.7 – 30.1

ChatGPT24.6%CI19.1 – 30.1

See where you’re strong and weak.

Factor diagnostics show your share by engine, topic and intent, against the competitor median.

Act

Know exactly what to fix next.

Recommendations built from your measured gaps and the evidence behind them, then AgentQ to help write the fix.

Get a ranked list of fixes.

Content and technical changes, ranked by impact and effort, each tied to the gap it closes.

New content · Paid media guide

Budgeting paid media for AI searchDraft with AgentQ

Create new content.

Draft pages straight from a recommendation, with the target prompts and cited sources already loaded.

Answers reached

9/1275%

65%

Citation share

57%

Coverage

Score pages as you write.

Live scoring shows how many AI answers a page reaches, and which sections pull their weight.

Connect

Bring IQRush into the tools you already use.

Ask questions in plain language, set your visibility next to your performance data, and query it from the AI tools your team already works in.

Ask AgentQ about your data…

Ask your data anything.

AgentQ answers in plain language, with the chart and the range behind every claim.

Connect your performance data.

GA4, Search Console and marketplace data like Amazon and Shopify sit next to your visibility data, so you see traffic and conversions alongside every change.

IQRush

MCP SERVER

Connected

Claude

ChatGPT

Use IQRush inside your AI tools.

Connect over MCP and query your visibility data from Claude or ChatGPT.

For a brand operating across many local markets, AI search visibility is increasingly critical. IQRush provided clear insight into the content, location, and competitive dynamics driving performance, meaningfully updated our content, and helped define a strategy that supports our long-term success.
Our brands don’t have time to guess how answer engines rank and recommend their products. With IQRush’s decision-grade visibility measurement connected to site performance, our teams can focus on what drives sales. Our clients are seeing up to 4x more AI referrals in just weeks.
Our clients want proof that a change in AI search is real before they move budget. IQRush is the first platform we’ve used that gives them that: every number comes with a confidence interval, so we know which shifts are signal and which are noise. That accuracy is why we stand behind every recommendation.

Robert Wagstaff

CFO•Storage Corner

For a brand operating across many local markets, AI search visibility is increasingly critical. IQRush provided clear insight into the content, location, and competitive dynamics driving performance, meaningfully updated our content, and helped define a strategy that supports our long-term success.
Our brands don’t have time to guess how answer engines rank and recommend their products. With IQRush’s decision-grade visibility measurement connected to site performance, our teams can focus on what drives sales. Our clients are seeing up to 4x more AI referrals in just weeks.
Our clients want proof that a change in AI search is real before they move budget. IQRush is the first platform we’ve used that gives them that: every number comes with a confidence interval, so we know which shifts are signal and which are noise. That accuracy is why we stand behind every recommendation.

Robert Wagstaff

CFO•Storage Corner

Why can you trust these numbers?

See how IQRush samples every engine, reports a confidence interval with every number and tests whether a change is real.

Read the methodology

FAQ

ChatGPT, Perplexity, Gemini, Google AI Overviews, Claude, Copilot and Mistral. Cross-engine figures weight each engine equally, so the engine that cites the most sources doesn’t decide your score.

Citation share, coverage, mentions, sentiment, groundedness and rank, for your brand and the competitors you choose, per engine and per topic. Factor diagnostics show which engines, topics and question types drive your share.

Yes. Pick the brands you actually compete with, including niche players, and see where you rank on each engine, with a range on every rank.

You choose the questions that matter to your buyers and the competitors you want to track. IQRush then sets a verified baseline, measuring until the numbers stop moving, and compares every later run against it, so recommendations and changes rest on decision-grade data.

A searchable map of the brands, products, retailers and sources that appear in the AI answers IQRush measures. Use it to see where competitors are recommended and you aren’t. The methodology page explains how it’s built.

Track visibility against a comparable baseline, then use GA4 to explore how identifiable AI-referred visits relate to engagement, conversions and ecommerce performance. These associations show what to investigate. Proving that a specific content change caused a sale needs additional evidence.

Yes. Connect the IQRush MCP server and query your visibility data from Claude or ChatGPT, or ask AgentQ in plain language inside IQRush.

AI search visibility
you can defend.

Measure how your brand appears in AI search, verify every number, and act on recommendations you can stand behind.

Request a Demo

Read the methodology

AI search visibility
you can defend.

Measure how your brand appears in AI search, verify every number, and act on recommendations you can stand behind.

Request a Demo

Read the methodology

AI search visibility
you can defend.

Measure how your brand appears in AI search, verify every number, and act on recommendations you can stand behind.

Request a Demo

Read the methodology

Platform

Solutions

Resources

Insights

Pricing

Request a Demo

Platform

Solutions

Resources

Insights

Pricing

Request a Demo

Measure AI visibility. Verify every number.

Other tools give you a number. IQRush gives you the range.

See where you stand in every AI engine.

See how each AI engine sees you.

See which pages earn the citations.

Know who’s really ahead, and by how much.

Track the competitors that matter.

See where you’re strong and weak.

Know exactly what to fix next.

Get a ranked list of fixes.

Create new content.

Score pages as you write.

Bring IQRush into the tools you already use.

Ask your data anything.

Connect your performance data.

Use IQRush inside your AI tools.

Why can you trust these numbers?

FAQ

Which AI engines does IQRush track?

What does IQRush measure?

Can I track my competitors?

How does getting started work?

What is the knowledge graph?

How does visibility connect to revenue?

Can my team get the data out?

AI search visibility you can defend.

AI search visibility you can defend.

AI search visibility you can defend.

AI search visibility
you can defend.

AI search visibility
you can defend.

AI search visibility
you can defend.