AI visibility intelligence · Early access 2026

Win the AI Conversation.

Understand how ChatGPT, Gemini, Claude, Perplexity and Google Search discover, compare and recommend your brand.

Get your free AI visibility snapshot.

↑ Recommended by AI3 opportunities found

Floating signals are illustrative examples of what Sergio surfaces — not measured results for your brand.

Measured across

ChatGPT·Gemini·Claude·Perplexity·Google Search

Sergio measures how your brand appears across the world's most important AI discovery platforms and Google Search. Coverage is rolling out progressively — these are the platforms Sergio is designed to track, not existing vendor integrations.

Sergio Command Center

Beta

One place to see your standing in AI answers.

A live-feeling product preview built on clearly labelled demo data until your analysis backend is connected.

AI Visibility

Demo data

/ 100

+4.2

Rank 2 of 9 tracked brands in your category

Your brand Top competitor

ChatGPT

Share of voice 31%

+3.1%30 days

Gemini

Share of voice 24%

-1.4%30 days

Perplexity

Share of voice 28%

+5.6%30 days

Claude

Share of voice 19%

+0.8%30 days

Google Search

Share of voice 30%

+2.2%30 days

Share of voice

Demo data

See who owns the AI conversation.

Your Brand34%
Competitor A29%
Competitor B21%
Others16%

34%

Your share

Open the demo dashboard

Understand

The agentic web

Prepare your brand for the agentic web.

AI is evolving from simply answering questions toward helping people discover, compare, recommend and act. Sergio is being built so your brand is ready on all four dimensions.

01 — Discover

Discoverable

AI systems can find and parse your brand.

02 — Understand

Understandable

Your positioning is unambiguous to models.

03 — Recommend

Recommendable

You earn a place in recommendation sets.

04 — Act

Agent-ready

Agents can compare, decide and act with you.

Measure → Understand → Act → Win

How Sergio works

One loop, run continuously: find the conversations that matter, measure your place in them, understand the cause, then act.

01
Discover
Sergio maps the AI conversations that matter to your customers.
02
Measure
Track recommendations, visibility, citations and competitors.
03
Understand
Find out why you're winning or losing.
04
Act
Turn insights into prioritized improvements.

Prompt intelligence

Know what your customers are asking AI.

Track the prompts that decide purchases — by intent, platform, topic, brand, country and visibility.

Prompt intelligence

BetaDemo data

Demand is a modelled indicator, not verified real-user search volume.

▾▾▾▾▾▾

Prompt	Demand	Your visibility	Top competitor	Engine	Trend
Best CRM for small businesses	High	41%	Competitor A	ChatGPT	+6
Best accounting software for startups	High	18%	Competitor B	Perplexity	-3
Alternative to Competitor A	Medium	0%	Competitor A	Gemini	+0
Best software for remote teams	Medium	57%	Competitor C	Google Search	+9
How to measure AI search visibility	Emerging	72%	Competitor B	Claude	+12
Enterprise CRM vs mid-market CRM	Low	24%	Competitor A	ChatGPT	-1

Competitor intelligence

Know exactly where competitors are beating you.

Rankings, won prompts and the specific reason you lost the recommendation.

Competitor rankings

Demo data

Brand A+2.478
Your Brand+4.267
Brand B-1.163
Brand C+0.654

Prompts competitors win

Best CRM for small businesses
Won by Brand A · Absent in 9 of 14 answers
Top alternatives in 2026
Won by Brand A · No comparison page indexed
Cheapest reliable option
Won by Brand B · Pricing page lacks structure
Best for enterprise compliance
Won by Brand A · No third-party citations

Find My Competitor Gaps

Citation intelligence

Discover what teaches AI about your market.

Company sites, editorial and industry publications, forums, review platforms and research sources — ranked by influence on answers.

Citation intelligence

BetaDemo data

Source	Citations	AI engines	Topics	You	Competitors
industryreview.com Review platforms	148	ChatGPT, Perplexity, Google Search	Comparisons, Pricing	Yes	Yes
techeditorial.com Editorial publications	121	ChatGPT, Gemini	Category overview	No	Yes
saasweekly.io Industry publications	96	Perplexity, Claude	Trends, Buyer guides	Yes	Yes
forum.devcommunity.org Forums	74	ChatGPT, Claude	Real usage, Complaints	No	Yes
competitor-a.com Company websites	63	ChatGPT, Google Search, Gemini	Product, Comparisons	No	Yes
researchlab.edu Research sources	38	Claude, Perplexity	Benchmarks	Yes	No

Most influential sources

industryreview.com92
techeditorial.com84
saasweekly.io71
forum.devcommunity.org58
competitor-a.com49
researchlab.edu33

Brand sentiment

Understand how AI describes your brand.

The adjectives models attach to you, and how that compares with competitors.

Brand sentiment

Demo data

62% Positive
29% Neutral
9% Negative

Themes AI associates with you

ReliablePremiumEasy to useExpensiveEnterprise-focused

Compared with competitors

Your Brand
62% positive · 29% neutral · 9% negative
Competitor A
68% positive · 24% neutral · 8% negative
Competitor B
54% positive · 33% neutral · 13% negative

AI crawler & agent analytics

Coming soon

See how AI systems interact with your website.

A dashboard concept for crawler activity, accessibility and AI referral traffic. Requires server-side logging before it reports real activity.

AI crawler activity

Coming soon

Dashboard concept. Real crawler analytics require server-side request logging on your domain — the figures below are structural placeholders, not observed activity.

OpenAI

18,240

bot requests / 30d

+12.4%

Google

15,110

bot requests / 30d

+6.1%

Anthropic

7,420

bot requests / 30d

+18.9%

Perplexity

5,310

bot requests / 30d

-4.2%

Microsoft

3,980

bot requests / 30d

+2.7%

Most crawled pages

/pricing4,120Accessible
/product/overview3,380Accessible
/compare/alternatives1,290Thin content
/docs/api980Accessible

Pages ignored

/resources/guides — Client-side rendered only
/customers — Blocked by robots.txt
/blog/2026-outlook — No internal links

AI referral traffic

Coming soon

Content gap intelligence

Find what your competitors are teaching AI that you aren't.

Missing topics, missing pages, citation gaps, prompt gaps and competitor advantages — each scored for impact and difficulty.

Missing topics

Implementation timelines
Security & compliance
Migration guides

Missing pages

/compare/competitor-a
/solutions/india
/pricing/faq

Citation gaps

techeditorial.com
forum.devcommunity.org
competitor-a.com

Prompt gaps

Alternative to Competitor A
Cheapest reliable option

Competitor advantages

Denser comparison content
More third-party mentions

High impactMedium effort

Win 11 missing recommendation prompts

Absent from 11 high-intent prompts across ChatGPT and Perplexity

Objective: +6 visibility points in 60 days

Medium impactLow effort

Improve 4 pages frequently crawled by AI

4 pages receive heavy crawler traffic but lack structured detail

Objective: Better answer extraction quality

High impactHigh effort

Close citation gap with Competitor A

Competitor A cited on 3 sources where your brand is absent

Objective: +4 share of voice

High impactMedium effort

Create category comparison content

You are absent from 14 relevant comparison conversations

Objective: Enter comparison answer sets

Sergio Agent

Beta

Ask Sergio anything about your AI visibility.

Answers grounded in your visibility data — with an evidence drawer behind every claim.

Example questions

Beta

Sergio Agent

Answers grounded in your visibility data.

Simulated answer

Why is Competitor A beating us?

▍

Sergio Action Center

From insight to action.

Briefs, recommendations and checklists you approve and publish yourself. Sergio never edits or publishes to your website.

Create content brief

Beta

Generate FAQ recommendations

Beta

Generate schema recommendations

Coming soon

Technical optimization checklist

Live

Citation / source outreach priorities

Beta

Content refresh recommendations

Coming soon

Competitive response plan

Coming soon

Create task

Coming soon

Export report

Beta

Reporting

A weekly read on the AI conversation.

Movement, citations, opportunities and sentiment in one shareable report.

Weekly AI Visibility Report

Demo data

Week 32 · 2026

Visibility movement

+4.2

Competitor movement

Brand A +2.4

New citations

Lost citations

Prompt opportunities

Sentiment movement

+1.8 positive

Recommended actions

01 · Win 11 missing recommendation prompts
02 · Improve 4 pages frequently crawled by AI
03 · Close citation gap with Competitor A
04 · Create category comparison content

Geo & segment intelligence

Coming soon

Built for India and global markets.

Sergio's data model is designed to segment every metric so local and global visibility never get averaged together.

Country

GlobalIndiaUnited StatesUnited KingdomGermany

Language

EnglishHindiGermanSpanish

Region

APACEMEANorth America

AI platform

ChatGPTGeminiClaudePerplexityGoogle Search

Device

DesktopMobile

Brand

Your brandCompetitor ACompetitor B

Product

Core platformAgentReports

Free AI visibility report

See how AI sees your brand.

Start with a snapshot, then request the full report. Snapshot output is a product preview while the analysis backend is being built.

Snapshot preview

Beta

AI VisibilityScore out of 100 with 30-day movement
Competitor PositionWhere you rank in your category
CitationsSources that shape answers about you
SentimentHow AI describes your brand
OpportunitiesPrioritized next actions

Pricing

Plans built for the AI visibility era.

Pricing is not finalized. Join early access and help shape what Sergio measures first.

Starter

Founders validating AI visibility

Coming soon

1 brand, 1 market
Weekly visibility snapshot
50 tracked prompts
Core competitor view

Join Early Access

Growth

Beta

Marketing teams competing for AI share

Coming soon

3 brands, multi-country
Daily visibility tracking
500 tracked prompts
Citations + sentiment
Sergio Agent (beta)

Join Early Access

Enterprise

Global brands and agencies

Join early access

Unlimited brands & segments
AI crawler analytics
Evidence mode + API access
Custom reporting
Dedicated support

Join Early Access

Placeholder — development only

Proof will live here.

Sergio is pre-launch. Customer logos, testimonials, case studies and measured visibility improvements will appear only once genuine, verifiable evidence exists. Nothing below is a real customer.

Customer logos

Coming soon

Testimonials

Coming soon

Case studies

Coming soon

Visibility improvements

Coming soon

Win the AI Conversation.

Know where your brand stands. Understand why. Know what to do next.

Analyze My Brand Join Early Access