Our own visibility by engine
Share of voice, by engine and segment
How often you are named next to your competitors, split by engine and by business area.
What AI tells your buyers, checked.
Buyers now ask ChatGPT, Gemini, Claude, Perplexity and Google’s AI before they ask you. IndustryLens tracks what those answers say about you and your competitors, checks them against your real site, and ties every shift to the competitor move behind it.
Book a demoSet up per market. We scope it with you on the call.
IndustryLens
AI visibility receipt · our own site
5–23 Oct 2026 · 6,793 answers
Questions naming us0
CitedNamed
industry-lens.com663355
kompyte.com6661,960
Names per citation0.54 vs 2.94
Read 23 Oct 2026. Sources listed below.
Built on your buyers’ questions.
The question set is organised by business area, and unbranded questions are scored on their own.
Near purchase
Adjacent
Core
- Core“best tool for X”
- Adjacentthe problems around it
- Near purchase“X vs Y”, pricing, alternatives
A question that names you nearly always gets an answer that names you. Mixing those in inflates every score, so they sit in their own slice.
From answer to briefing.
Every answer is kept, checked against your facts, and read next to what your competitors did that week.
- Ask
Your question setEach market, own language - Run
ChatGPTGeminiClaudePerplexityCopilotGoogle AI OverviewsAI Mode - Capture
Answer textCited URLsBrands named, in order - Check
Against your live site - Connect
Rival pricing pagesReviewsRival newsGoogle results - Brief
Weekly, with sources
Case study · our own data
We ran it on ourselves first.
6,793 answers to unbranded competitive-intelligence questions, across 9 AI and Google surfaces, 5–23 Oct 2026. None of the questions mention IndustryLens.
Cited as a source
Named in the answer
Who AI names for our questions
Crayon3,512
Klue3,256
Semrushnot in our set2,253
Similarwebnot in our set2,173
Kompyte1,960
IndustryLens355
Semrush and Similarweb are named more often than Kompyte, and neither is among the 17 companies we track for ourselves.
Our own price change, as AI saw it
- 1 OctWe changed our pricing currency
- 7 OctAI answers already quote the new pricing
- 11 OctOur weekly snapshot records the change
- 13 OctSome answers still repeat the old currency
Answers moved before our own weekly capture did, and some kept the old copy 12 days later. Your pricing page shows what changed; only the answers show what buyers were told.
What you get each week.
Five outputs, each traceable to the answers and sources behind it.
From our own answers
A log of wrong and outdated answers
Every answer that gets your prices, plans or policies wrong, with the engine, the date and what it cited.
Most-cited sites for our questions
A source map
The sites engines lean on for your category. These are your content and PR targets.
Our own tracked set
Competitors you are not tracking
Companies AI recommends in your category that are missing from your list.
Diagram
Connected insights
Each shift in the answers read next to the competitor move behind it, in your weekly briefing.
AI search visibility: common questions
Which AI engines does IndustryLens track?
ChatGPT, Gemini, Claude, Perplexity, Microsoft Copilot, Google AI Overviews and Google AI Mode, with plain Google results alongside for comparison. Where an engine’s consumer app can be captured (ChatGPT, Gemini and Google’s AI results), we record the answer a buyer actually sees, not just a model API response. Claude and Perplexity are captured through their web-search APIs, and we say so in the report.
How often are answers checked?
Each question is asked on a regular schedule, daily on our own account, and asked more than once, because AI answers vary from one run to the next and a single lucky answer should not move a score. What changed lands in your weekly briefing, next to the rest of your competitive intelligence.
What is the difference between branded and unbranded questions?
A branded question names you (“Is IndustryLens any good?”), so the answer almost always mentions you. An unbranded question does not (“best competitive intelligence tools for a SaaS team”), and that is where buyers form a shortlist. We score the two separately and lead with unbranded, so a visibility score is not inflated by questions that could only ever mention you.
How do you check whether an AI answer is accurate?
When an answer states a fact about you, such as a price, a plan, a policy or a feature, we check it against your live website. Wrong and outdated answers go into a log with the engine, the date, the answer text and the pages the engine cited, so you know whether to fix your own page or get a third-party page corrected.
How does AI visibility connect to competitive intelligence?
The same system already tracks your competitors’ pricing pages, websites, reviews, news, ads and Google results. When an engine starts naming a rival more often, we look for the move behind it: a new comparison page, a review spike, a launch or a price change. You get the shift and the likely cause in one place, each with its source.
Which markets and languages can you cover?
Any market the engines answer in. The question set is written for each market in the buyer’s own language (for example English for the US and UK, German for Germany) and run from that country, because the answers, the sources cited and the competitors named all change by market.
Sources
Every number on this page is IndustryLens’s own data, read on 23 Oct 2026. No customer data is shown.
- IndustryLens AI visibility tracking for industry-lens.comSupports: answer count, brands named, citations by domain, visibility by engine
- IndustryLens AI answer logSupports: AI answers quoting the new pricing (7 Oct) and the old currency (7 and 13 Oct)
- IndustryLens weekly snapshot of industry-lens.com/pricingSupports: price-change timeline
- IndustryLens tracked competitor set for our own accountSupports: competitors AI names that we do not track
See what AI tells your buyers about you.
30 minutes with the founder. We scope the questions, engines and markets with you.