AI Recommendation Readiness™ (ARR™)

See whether AI assistants recommend your brand.

When someone asks Perplexity, ChatGPT or Gemini for the best in your category, the answer already names a shortlist. The free scan reads Perplexity live and shows exactly how you appear, then you can unlock the full three-engine readiness.

Enter the city, region or ZIP code customers would use to find this business.

Free · reads Perplexity live · no login · ~20 seconds

Reads real answers from PerplexityChatGPTGeminiGoogle AI Overviews
Live example Perplexity
the assistant's answer
Illustrative example · your scan reads your real category, live.
Your brand
Free scan · Perplexity
0 / 100
 
AI Recommendation Readiness™ · the four checks
Understand
~·
Whether AI grasps what you do and who you serve.
Verify
~·
Whether you're named when buyers ask.
Cite
~·
Whether your own pages are the source AI leans on.
Recommend
~·
Whether you're put first, not just mentioned.
Scan market: National / online

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Your full readiness is on its way.

We'll run Perplexity, OpenAI and Gemini on your brand and email the complete AI Recommendation Readiness™ breakdown: every check, the sources shaping each answer, and the verbatim quotes. No invented numbers; only what the assistants actually said.

Illustrative example shown until you run a live scan. Every status is read from the surface's actual answer; no score is invented.

Understand what is shaping these results

The free scan shows where your brand appeared in this small question set. A full Cited assessment examines the sources, competitors and evidence gaps influencing those answers across relevant engines and markets. See the public Cited protocol →

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the shift, in numbers

Discovery is shifting from ranked links toward synthesized answers. When an assistant answers in one response, being the source it cites can matter as much as where you rank.

When a customer asks an assistant for the best option in your category, it returns a short list of names — often just one, with a link.

If that name isn’t yours, you never entered the consideration set. And that moment is arriving fast.

3.2×
more AI referral traffic to the web, in a single year.
Visits sent from ChatGPT, Perplexity, Gemini and other assistants more than tripled between September 2024 and September 2025.
Source: Similarweb, 2025
Sep ’24 Sep ’25 · 3×+ PROJECTED
45%
of consumers used an AI assistant to find a local business this past year.
BrightLocal, 2026
−25%
projected drop in traditional search volume by 2026, as assistants absorb queries.
Gartner, 2024
what the scan returns

You'll know exactly where you stand before you submit anything.

Inclusion or exclusion
Whether each assistant names you at all, the honest count out of the surfaces measured.
Competitors cited
Which brands the assistant recommends instead, and in what order.
Sources referenced
The pages, listings and reviews shaping the answer, where the story is being written.
Assistant differences
Where Perplexity, OpenAI and Gemini disagree, each reads a different set of sources.
Market context
Results for the specific city or category you asked about, not a national average.
Where to look first
The clearest signals of what's fixable, the sources and gaps worth addressing before the rest.
watch · 45–60 sec

Is your brand ready for AI search?

A five-point checklist, diagram-led, the same evidence an AI assistant reads before it decides whether to name you.

Prompts tested
Buyer questions assembled for your exact category and market — the way customers actually ask, not generic keywords. The free scan reads a focused set live; the full assessment widens coverage across more questions and engines.
Assistants reviewed
Perplexity, OpenAI (web-grounded) and Gemini, with more on the roadmap.
Answers captured
The full response is saved, word for word, not a summary.
Citations documented
Every source the assistant linked or leaned on is logged.
Results timestamped
Each answer is dated, so you can prove change over time.
Denominators disclosed
You always see cited / measured, never a score with no base.
Markets separated
Every city or category is counted on its own, not blended.
Read by a person
A human reviews edge cases a model would miscount.

What you receive reads like an intelligence brief: a dated scorecard, the answers behind it, and the sources doing the damage. Nothing to log into, a document you own.

Open a full sample report →
SampleCited visibility brief · illustrative
AI Recommendation Readiness
Miami, FL
Q2 2026
surfaceweeks cited / measured
Perplexity named you 4 / 6
OpenAI (web-grounded) competitor-first 6 / 6
Gemini named you 1 / 6
Priority Gemini reads three outdated sources about the brand. Correcting them is the single fix that moves the most customers.

Illustrative sample, not a real client result. Fabricated figures shown to demonstrate the format; verbatim answers and source list continue inside a real brief.

Free · automated
Free Cited scan
One engine, automated. No human review.
Perplexity only
One category or market
A high-level visibility result
Initial competitor & citation findings
Engagement
Bnarrativ assessment
Read and interpreted by Rafael.
Custom prompt architecture for your buyers
All three engines. Perplexity, OpenAI & Gemini
Competitive gap analysis
Entity & source diagnosis
Market-level analysis, location by location
A prioritized implementation roadmap
An ongoing remeasurement plan

A few minutes to see whether the answer names you.

Run the free scan →