AI Visibility

AI Visibility:are you findable by the new front door?

When a buyer asks Perplexity, Claude, or ChatGPT “who should I evaluate for X?”, does your name appear? And when it does, is the description the one you would have written?

Stratridge AI Visibility measures both — across multiple LLM-powered search surfaces — and tells you exactly which site-level fixes get you back on the citation list.

§01The symptom

“Perplexity doesn’t know who we are.”

You type your category into Perplexity. Four competitors come back with clean, confident one-liners. You’re not on the list.

Or you’re on the list, but the description is wrong. It quotes your old tagline, borrows a competitor’s framing, or misses the differentiator that would have closed the deal. Either way, the first AI-mediated impression is either absent or off.

This is not a theoretical risk. AI-assisted shortlists are already how early-stage buyer research starts — and most B2B SaaS sites were written for humans and crawlers, not for the models that now sit in front of both.

§02What we measure

Four checks. One report.

AI Visibility is built around four questions — each with a score, a quote-level evidence trail, and a prioritized list of fixes.

§01

Presence

For a standard set of category queries, do you appear in the top answers across Perplexity, Claude, ChatGPT, and DeepSeek search? We run the queries you would run — and the ones your buyer actually types — and tally citations.

§02

Framing

When you are cited, how are you described? Is the sentence the one you would have written, or a reconstruction from stale context? We quote the exact phrasing back to you, across engines.

§03

Competitive surface

Who appears alongside you — and whose framing wins the paragraph? We map the competitive answer set and flag the language that’s doing the heavy lifting in your category.

§04

Site AI-readability

On your own domain: llms.txt presence, robots.txt stance on AI crawlers, JSON-LD coverage on product and comparison pages, quotable-claim density, category naming in H1/H2. The substrate the models read.

§03What the report looks like

A score you can act on — not a dashboard to browse.

One page. Four dimensions. Evidence quoted from the actual model responses and your own HTML. Every finding points to a specific line of fix, not “improve your SEO.”

AI Visibility Report — Sample
acme-saas.com
52/ 100
Presence
38
Cited in 3 of 12 queries
Framing
61
2 of 3 citations off-positioning
Competitive
44
Competitor A dominates answer language
AI-readability
71
Missing llms.txt; partial JSON-LD
high

No llms.txt published

Models have no canonical source for your positioning. Add a concise llms.txt describing category, ICP, three differentiators, and links to key pages.

high

Perplexity describes you using a 2024 tagline

Quote found: “Acme helps teams collaborate.” Current hero: “Revenue workflow for B2B SaaS.” Recommend a dedicated /about page with structured data mirroring the current positioning pillar.

medium

No /vs/<competitor> comparison pages

Competitor A’s comparison page is cited 4x; yours don’t exist. Copy Studio can draft pillar-aligned comparison pages against your three most-mentioned competitors.

Sample only. The real report is generated from your domain, your category, and the specific queries your buyers run.

§04Before the capability ships

Three things you can do this week.

AI Visibility is in early access. These three moves, in order, are the ones we would make on your behalf.

  1. §01

    Run a free Positioning Audit

    The substrate the AI Visibility report sits on is your positioning — category, ICP, differentiators. The free audit scores those lenses with evidence from your own site in about ninety seconds.

  2. §02

    Publish an llms.txt

    A single text file at /llms.txt that tells LLMs who you are, which category, who you’re for, and where to find your canonical pages. Most B2B SaaS sites don’t have one yet — and it shows up in model citations almost immediately.

  3. §03

    Talk to us

    If AI-mediated discoverability is a near-term priority, we’ll pair you with an early-access slot and walk through a first report on your domain with a strategist.

§05Related capabilities

Where AI Visibility plugs in.

Positioning Audit

The free, public diagnostic. Eight lenses, evidence-quoted, ninety seconds. AI Visibility inherits the same pillar set.

Run free audit

Message Consistency

Cross-page drift detector for your own site. Feeds AI-readability: if your own pages contradict each other, the models notice.

See on home

Battle Cards

Per-competitor rebuttal kits. When AI Visibility finds a competitor dominating a query’s language, Battle Cards turn that into field-ready talk tracks.

See on home
§06Get a first report

Find out how the models describe you — before your buyers do.

Early-access slots are limited and run with a strategist. Tell us your domain and your two most important category queries. We’ll come back within a business day.