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AI visibility platform

Fihrist benchmarks your brand against competitors in AI answers, shows where you are losing visibility, and recommends what to improve next.

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Your customers don't stop at Google.

AI can shape the shortlist before a buyer reaches your site. Fihrist shows whether your brand makes the cut and explains why.

From answers to evidence

See where competitors win and why.

Compare the brands in each answer, trace the sources behind them, and find the content, source, or technical gap worth addressing first.

fihrist.io/dashboard/insights

Real product interface. The sample brand and its data are fictional.

Visibility, competitors, and sources in one view

From visibility to action

See the gap. Fix what matters. Measure the change.

Fihrist connects every visibility gap to the answers, competitors, and sources behind it. Your team can then see what to work on next.

Visibility tracking

Track the buyer questions where your brand appears, where it is missing, and how each AI engine positions it.

Competitor benchmarking

See which brands get recommended more often, the topics they own, and where they have the clearest advantage.

Source opportunities

Find the sources shaping AI answers and the pages that support competitors while leaving your brand out.

Brand perception

See how AI describes your brand, which qualities it associates with you, and where the story needs correcting.

Content creation

Turn measured visibility gaps into content ideas, focused briefs, and first drafts. Create from evidence, not guesswork.

Technical improvements

Find the technical issues that make your site harder to crawl or understand, then turn them into scoped work for your team.

Set a baseline today, then see what changes after your content and technical work goes live.

Measurement method

Find a reliable signal in changing answers.

AI answers vary from one run to the next. Fihrist looks for recurring patterns, keeps every finding tied to the evidence, and shows where your brand has room to improve.

01

Head-to-head with competitors

Your brand and its competitors are measured against the same high-intent buyer questions.

02

See the evidence behind every finding

Mentions, recommendations, and sources stay connected to the original answer, so every conclusion can be checked.

03

Measure. Improve. Repeat.

AI answers change over time. Repeat measurements show whether your work is creating a meaningful shift in visibility.

Google's guidance for AI search points back to the same fundamentals: crawlable technology, original content, and a strong page experience. Read Google's AI search guidance.

See who is winning, why, and what to do next.

One report connects visibility, competitors, sources, and priorities. Use it to align your team or lead a client through the opportunity.

AI visibility report

Sample Brand

The brand's position in AI answers, its competitors, and the highest-priority opportunities to improve visibility.

A4 · 01 / 10

Report date
August 10, 2026
Measurement scope
48 answers
AI engines
3 engines
Benchmark
5 brands

Visibility score

38%

+4.2 points

Share of voice

34.4%

#1 in category

Average position

#1.8

When mentioned

Citing domains

31

6 new opportunities

Competitor visibility benchmark

Mention rate across the same buyer questions

Higher is better
BrandVisibilityChange
1SBSample BrandYOUbrand.example
38%
+4.2
2CACompetitor Alphaalpha.example
25%
+1.7
3CBCompetitor Betabeta.example
16%
−0.4
4CGCompetitor Gammagamma.example
13%
+0.8
5CDCompetitor Deltadelta.example
9%
−1.1

Prioritized action plan

Ranked by impact and feasibility

Top 3 actions
01High impact

Strengthen comparison pages

Close the content gap in Competitor Alpha and Gamma queries.

02High impact

Earn coverage in missing sources

Target three review sources already cited for competitors.

03Medium impact

Complete category markup

Fix technical gaps across product and category pages.

Fihrist · AI visibility reportConfidential · 01 / 10

Interactive report preview. All brands and data are fictional.

Turn visibility gaps into work your team can ship.

Find where your brand is missing, understand what drives the gap, and give every opportunity a clear next step.

See where your brand is missing.

Find the answers that include your brand, the ones that recommend competitors instead, and the language each engine uses.

Understand what drives the gap.

Trace the difference back to sources, missing content, brand signals, and technical barriers.

Make the change. Measure the result.

Turn the strongest opportunities into content and technical work, then measure visibility again after it goes live.

Know where your brand stands and what should move next.

Early access is free to request. No account or card required.

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Competitor visibility benchmark
Source and content opportunities
Technical visibility audit
Prioritized action plan
Recurring measurement

Quick answers

Questions teams ask before measuring AI visibility.

What is AI visibility?

AI visibility shows whether your brand appears, how it is described, and when it is recommended as buyers research a category or product. Fihrist compares that presence with competitors and keeps the evidence behind every finding.

Who is Fihrist for?

Fihrist is built for in-house marketing teams and agencies working across brand, SEO, content, and communications. It gives those teams one evidence base for deciding what to change next.

How does Fihrist improve brand visibility?

Fihrist shows where visibility is being lost and connects the gap to sources, missing content, and technical issues. Your team decides what to improve, then measures again to see whether the work changed the result.

Are the report numbers definitive?

No. AI answers change over time. Fihrist never presents one response as a universal truth; it measures repeated signals, keeps evidence attached, and tracks change over time.

Does Fihrist have access to Google's internal data?

No. Third-party tools do not have access to Google's internal ranking data. Fihrist measures observable AI answers, cited sources, and differences between brands. Google Search Console remains the source of record for your organic search performance.

Do GEO and AEO replace SEO?

No. A crawlable website, original content, and a strong page experience remain foundational. Fihrist adds AI-answer visibility, source, and brand-perception evidence to existing SEO work.

How does early access work?

After you submit the form, we contact you to discuss the details. Applying is free and requires no account or card. Submitting the form never starts an automated analysis or payment.

See where your brand stands in AI answers.

Request early access