AI-visibility audit
Your buyers asked AI 15 questions. How many answers are you absent from?
Free AI-visibility audit for founders who do their own marketing. We put the 15 questions your buyers ask to ChatGPT, Claude, Perplexity and Google AI Overviews, then show you every answer you're missing from, who gets recommended instead, and the files that fix it.
What you get
A composite score, a score per engine, the brands getting recommended instead of you, and the prompts you're losing. Here's a real one.
Linear
linear.app
Real scan
AI visibility score 20.2 /100
across ChatGPT, Claude, Perplexity, Google AI Overviews
ChatGPT
16.0
Claude
30.0
Perplexity
22.7
Google AI Overviews
18.0
Share of voice
- Jira46%
- Linear (you)21%
Every question, every engine
- “Jira vs Asana vs Shortcut for AI-assisted product development management”ChatGPT: named youClaude: absentGoogle AI Overviews: absent
- “How can AI help me build and delegate work to specialized agents within a product development workflow?”ChatGPT: absentClaude: absentGoogle AI Overviews: no answer
- “What are the top AI product development management tools in 2026?”ChatGPT: absentClaude: named youGoogle AI Overviews: named you
15 questions · 40 answers · Linear appears in 19 · Jira in 31
Prompts you're losing
- “Which AI-powered development management platform provides the clearest view of roadmap execution, project status, and delivery risks?”0.0
An excerpt of a live scan of Linear from our Visibility Index — even the best-loved products lose AI answers to bigger rivals. The full report lists every competitor we saw, more losing prompts, and your top fixes.
The AI Visibility Index
We ran the same 15 buyer questions against 180 products across 12 categories and recorded who the engines actually name. Nobody pays to be in it and nobody can — organic placement cannot be bought.
- 1Ghost66.7
- 2Formbricks65.3
- 3Ramp64.1
- 4WooCommerce63.5
- 5Softr61.4
- 178Answergist (us)0.0
That last row is not a typo. We are in our own index, ranked 178 of 180, because a leaderboard its publisher is exempt from is not worth reading. We are absent from every buying question about our own category — which is the problem this product exists to measure.
Sponsored — the front-page board
Winning AI answers takes weeks. Being on this page takes a dollar. Rank is the all-time total paid; a spot holds until it's outspent. A trial seat is shown below the paid rows, labeled, and does not rank. Sponsoring never changes a score — organic placement cannot be bought.
AI finds furniture, fashion, and beauty lookalikes for shoppers seeking designer dupes.
AI tools · · 0 clicks · last scanned Sep 26, 2026 · view listing
Private AI sessions for relationship clarity in 10 minutes.
AI tools · · 1 click · last scanned Sep 18, 2026 · view listing
AI sports insights for 21+ fans, with game grades, leans, and three insights per game.
AI tools · · 1 click · last scanned Sep 19, 2026 · view listing
Compare online casinos in Canada, bonuses, withdrawals, Interac payments and mobile apps.
Other software · · 0 clicks · last scanned Sep 21, 2026 · view listing
AI-optimized starter kit for launching web, mobile, and browser extension SaaS products.
AI tools · · 1 click · last scanned Sep 22, 2026 · view listing
BotEra automates 24/7 crypto futures trading with target-based periods and risk protection.
Other software · · 0 clicks · last scanned Sep 25, 2026 · view listing
AI social media manager that creates and publishes on-brand content.
AI tools · · 0 clicks · last scanned Sep 28, 2026 · view listing
A social fitness app for any sport, where friends compete and train using tested VO₂max zones.
Other software · · 0 clicks · last scanned Sep 28, 2026 · view listing
Open-source platform for Ionic and Capacitor apps: OTA updates, builds, channels, logs, analytics.
Other software · · 1 click · last scanned Sep 28, 2026 · view listing
Tailored plans for small businesses’ intake or follow-up workflows.
Other software · · 1 click · last scanned Sep 30, 2026 · view listing
How it works
- We read your site
- We ask ChatGPT, Claude, Perplexity & Google AI Overviews 15 buyer questions
- You get a scorecard, competitor share-of-voice, and your top fixes
Then fix it
FAQ + JSON-LD
## Which platform helps teams manage product roadmaps and initiatives?
<script type="application/ld+json">{"@context":"https://schema.org","@type":"FAQPage"…
You vs. rival page
# Linear vs Jira: which should you pick?
| Dimension | Linear | Jira |
Listings checklist
- [ ] **G2** — a major software review directory where Linear can be listed under project management…
llms.txt
# Linear
> AI-powered product development management.…
Paid plans turn your losing prompts into publish-ready files — from $39/mo. See plans →
Why we're different from the trackers
No card, ever
Confirm your work email and every domain gets one full scorecard free — no password, no card, no sales call.
Files, not queues
We generate the files: an FAQ with JSON-LD, comparison pages, a listings checklist, an llms.txt. Trackers hand you a to-do list.
Honest numbers
The scoring, the tiers, and the limits are published. When an engine gives us nothing, the report shows a gap instead of a guess.
Head to head: vs Otterly · vs Peec · vs Profound · vs HubSpot AEO · vs Moz