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Engine One
Solutions / AI Visibility

Be the brand AI recommends.

ChatGPT, Perplexity, Gemini, and Claude are making recommendations in your category right now. Botric's AI Visibility platform makes sure your brand is one of the names they give, and shows you exactly where you stand.

VISIBILITY SCORE · TRACKED WEEKLY4 ASSISTANTS
0/100
Mention rate 40%88
Citation rate 25%79
Position score 20%91
Sentiment 15%84
▲ +34 pts since baseline · re-tested every week
01
Definitions
Understanding the category

What is AI Visibility?

AI Visibility is the measure of how prominently a brand appears in the answers generated by AI assistants, ChatGPT, Perplexity, Gemini, and Claude, when buyers ask questions in its category. Unlike traditional search, AI assistants don’t return a list of links. They return a named recommendation. Either your brand is in that recommendation, or a competitor is.

What is Generative Engine Optimization (GEO)?

Generative Engine Optimization (GEO) is the practice of structuring a brand’s content, schema markup, entity signals, and third-party citations so that AI assistants accurately understand, represent, and recommend that brand. GEO is to AI search what SEO was to Google, the discipline of being found where your buyers now research.

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The Shift
Why it matters

If you’re not in the AI answer, you don’t exist.

Buyers have stopped opening ten blue links. They ask an assistant and act on the shortlist it returns. Being un-cited isn’t neutral, it’s your competitor being recommended instead.

234567845678904567890M
weekly users on ChatGPT
SRC · OpenAI, Q1 2026
90123457890123%
of B2B buyers already research with AI
SRC · Forrester, 2025
23456784567890%
of B2B research will start with AI by 2027
SRC · Gartner, 2025
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How It Works
Engine 01 · AI Visibility

Three moves to improve your AI Visibility.

GEO is how you earn AI citations. Botric baselines how AI sees you today, monitors it weekly, and builds the schema, entities, and structured content that make you extractable, and recommended. Most tools monitor. Botric fixes.

03.1

Visibility Audit

Baseline how ChatGPT, Perplexity, Gemini, and Claude describe your brand today, prompt by prompt, benchmarked against the competitors winning those answers. Includes AI share of voice across every tracked prompt.

4 assistantscompetitor benchmarkprompt-level
03.2

Citation Tracking

Continuous monitoring of which pages get cited as AI sources, which competitors get cited instead, and where the gaps are, re-tested weekly with alerts when you move. An AI citation is stronger than a mention: it directs users toward your brand.

weekly re-testgap alertssentiment
03.3

Search Readiness

Schema markup, llms.txt, entity engineering, and structured content built for AI retrieval, the foundation that turns a mention into a citation. AI retrieval depends on parseable, structured content; Botric generates and ships it.

schemallms.txtentities
04
The Score

Your AI Visibility Score, one number across four platforms.

The Visibility Score combines mention rate, citation rate, position, and sentiment into a single 0–100 read, calculated per platform and overall. Here’s what it does over the first 90 days.

What moves in the first 90 days▲ compounding
Day 0 · InvisibleDay 30 · CitedDay 90 · Indispensable
Visibility Score
0/100
from 12 · ▲ +72
AI-referred traffic
0×
+340% in 90 days
Domain Authority
0
+24 in 90 days
AI citations
0
from 0 · cited weekly
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What’s Inside

The full AI Visibility toolkit.

A complete view of your presence across every assistant that drives B2B research, plus the tools to improve it.

A

Prompt Discovery

The real questions buyers ask AI in your category, the prompts where a recommendation actually gets made. Know which prompts you’re winning and which you’re losing.

B

Competitor Benchmark

See exactly who gets cited instead of you, on which prompts, and why, across all four assistants. Track your AI share of voice against up to 5 competitors.

C

Weekly Re-Test

AI visibility isn’t static. Every prompt is re-run weekly so you catch movement, yours and theirs, as it happens. Alerts fire when your score moves materially.

D

Sentiment Analysis

Being mentioned isn’t enough. We track whether AI describes you positively, neutrally, or with caveats, because sentiment shapes whether a mention becomes a conversion.

E

Schema & llms.txt

The structured-data and crawler files assistants rely on to read and quote you accurately, generated and shipped. llms.txt tells AI crawlers exactly what your site covers and how to represent you.

F

Entity Engineering

Close the knowledge-graph and third-party-listing gaps that quietly hold your AI visibility back. Entity recognition (how AI systems classify a brand’s category and authority) is the invisible layer GEO optimizes.

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Questions
Questions

Common questions about AI Visibility and GEO.

The essentials on how the score, tracking, and GEO optimization work.

Q1Which AI platforms do you track?

ChatGPT, Perplexity, Gemini, and Claude, the four assistants driving most AI-search traffic in B2B today. Mention tracking, citation detection, sentiment, and weekly re-testing on each.

Q2How is the Visibility Score calculated?

A 0–100 score from four weighted components: mention rate (40%), citation rate (25%), position score (20%), and sentiment (15%), computed per platform and as an overall figure, tracked weekly.

Q3How long until I show up in AI answers?

Most clients see initial movement within 30–60 days and material citation gains by 90 days. Technical fixes (schema, llms.txt, entity engineering) land in 2–4 weeks; content and entity work compounds from there.

Q4How is this different from GEO-only tools?

Most GEO tools are monitoring dashboards, they tell you when you’re mentioned and leave the fixing to you. Botric’s AI Visibility platform tells you why you’re not recommended and ships the fixes: schema markup, llms.txt, entity engineering, and the content gaps closing them. Monitoring shows the problem. Botric solves it.

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Start
Start here

See exactly where you stand.

Run a free audit in 30 seconds, your AI Visibility Score across ChatGPT, Perplexity, Gemini, and Claude.

Free · results in 30 seconds · no signup required