amazon.in reviews are cited in 12 answers you are absent from
“…top-rated picks on Amazon include Yoga Bar and True Elements…” · Perplexity · Run 6
Seed listing Q&A this week
Open · queued in Fix Pipeline
Get your brand mentioned byAI assistants
When customers ask AI who to buy from, somebody gets named. We measure who. Then we make it you.
Five engines measured today · more as your customers move
ChatGPTGeminiPerplexityClaudeAI OverviewsChatGPTGeminiPerplexityClaudeAI OverviewsChatGPTGeminiPerplexityClaudeAI OverviewsChatGPTGeminiPerplexityClaudeAI OverviewsChatGPTGeminiPerplexityClaudeAI OverviewsChatGPTGeminiPerplexityClaudeAI OverviewsChatGPTGeminiPerplexityClaudeAI OverviewsChatGPTGeminiPerplexityClaudeAI Overviews
Your next customer is already asking AI
4.4x
AI search visitors are 4.4× likelier to convert than organic search visitors.
2028
The year AI is set to overtake traditional organic search traffic.
2.5b
Prompts ChatGPT answers every day, from 190 million daily users.
Five instruments · one picture of where you stand
Salience index 12/100+2latest run · up from 4 in March
“…top picks include Yoga Bar and True Elements, both known for clean ingredients…”
Archived · Run 6 · you are not named
Yoga Bar
True Elements
The Whole Truth
Share of answers · your category, ranked
aamazon.in34
hhealthline.com21
W
thewholetruthfoods.com2
thewholetruthfoods.com2Citations this run · who the engines trust
Live
GPTBot read /collections/protein-bars2m
PerplexityBot read /pages/ingredients14m
Google-Extended read /blogs/the-whole-truth1h
1,842 crawls in the window · logged from day one
Highamazon.in reviews cited in 12 answers you are absent from
MediumProduct schema missing on 14 product pages
See the work list Crawler Watch · the engines read your site, then send you people
Improve · recommendations from every run
“Is it actually healthy” has no page that answers it
“…limited information available on ingredient sourcing…” · ChatGPT · Run 6
Publish an ingredients evidence page
Open · queued in Fix Pipeline
Product schema is missing on 14 product pages
Schema absent on 14 of 22 product pages · Report Card crawl
Ship JSON-LD product markup
Open · queued in Fix Pipeline
healthline.com lists six competitors in this category, not you
healthline.com cited 21× this run · you appear 0× · Sources
Pitch inclusion with your lab-test data
Open · queued in Fix Pipeline
“Too sweet” appears in 9 archived answers
“…tasty but on the sweeter side…” · Gemini · Run 6
Address the sugar claim on the product page and FAQ
Open · queued in Fix Pipeline
Crawler access opened for every engine
4 engines now fetch your pages · Report Card re-crawl
Named in 2 more answers since
Done · verified in Run 6
Your customers do not all ask in English · the same question in Hindi returns a different answer
Englishहिन्दीमराठीதமிழ்తెలుగుবাংলাಕನ್ನಡગુજરાતીEnglishहिन्दीमराठीதமிழ்తెలుగుবাংলাಕನ್ನಡગુજરાતીEnglishहिन्दीमराठीதமிழ்తెలుగుবাংলাಕನ್ನಡગુજરાતીEnglishहिन्दीमराठीதமிழ்తెలుగుবাংলাಕನ್ನಡગુજરાતીEnglishहिन्दीमराठीதமிழ்తెలుగుবাংলাಕನ್ನಡગુજરાતીEnglishहिन्दीमराठीதமிழ்తెలుగుবাংলাಕನ್ನಡગુજરાતીEnglishहिन्दीमराठीதமிழ்తెలుగుবাংলাಕನ್ನಡગુજરાતીEnglishहिन्दीमराठीதமிழ்తెలుగుবাংলাಕನ್ನಡગુજરાતી
Research · published open, built to be cited
01 · In field
Which D2C brands do the engines name, and what earns the mention?
Sixty brands across nutrition and skincare, anchored on Amazon India review counts. Snapshot taken 9 August 2026; 2,304 answers by design.
Read more02 · Planned
Does the same question in Hindi change the answer?
One prompt panel, asked in English and Hindi, side by side across every engine.
Read more03 · Planned
How stable is an AI answer? Variance across repeated runs.
Three repeated passes per run. The error bar this category never shows.
Read more04 · Planned
Who do the engines trust? Source concentration in Indian categories.
Which domains the engines cite, and how concentrated that trust really is.
Read more05 · Planned
Do the engines agree? Overlap across ChatGPT, Gemini and Perplexity.
Where the engines name the same brands, and where they split.
Read moreAsk your report anything
Why did Gemini stop naming us in June?
Which competitor gained the most this month?
What should we fix first?
Plain questions, answered from your own archived measurements.
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- Can AI assistants open your site at all
- What they actually see when they read it
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AI Visibility Audit
Everything the Report Card grades, plus the measurement layer.
- Whether all five engines name you, scored
- 25 real customer questions, asked again and again
- Who gets named instead of you
- Where the engines learned about your market
- Prioritized fix list in 7 business days
Ongoing · For audit clients
Visibility Program
We fix what the audit finds, and prove it moved.
- The fixes done for you: site, listings, mentions
- Monthly proof that AI is reading your site
- Your score re-measured every month
- Plain-language report, no dashboards to learn
Straight answers
What is a salience score?
The share of real AI answers that name your business, measured across ChatGPT, Gemini, Perplexity and Google AI Overviews with repeated runs. Not a prediction, a count.
Why repeated runs?
The same question returns different answers on different days. One screenshot proves nothing, so we run every prompt again and again and report the range.
You sell fixes. Why should we trust your numbers?
Because you do not have to. The methodology is public, the prompt lists are published, and study data ships under CC BY 4.0. Anyone can re-run our numbers without trusting us.
What does the audit cost?
A fixed introductory price for a fixed scope, shared when you book. One payment, one report, no retainer attached.
Is the AI Report Card really free?
Yes. Instant, unlimited and signup-free at /report-card. The Visibility Audit is the paid, deeper measurement.