The platform

Everything you need to win AI search.

One loop, four pillars. Measure how AI describes your brand, in numbers you can trust. Act on the gaps. Connect the stack you already run. Prove what moved.

No credit card · AI models included · First insights in under 5 minutes
Tracked across the major answer engines

Pillar 1 · MeasureKnow where you stand, the day it changes

Four reads, one lemony-fresh dashboard.
Fan-outs · New
Only the fan-out queries AI actually discloses.

Real, provider-disclosed background searches from Gemini, Claude and ChatGPT, honestly labeled by engine. No blended guesses, no invented queries.

Learn more →
Gemini · Claude · ChatGPTReal, disclosed
PerplexityCount only
Google AI OverviewsNot exposed
Visibility
See how often AI names you, with the confidence interval to back it.

One score across every answer engine, refreshed automatically, with the trend that moves first when you act.

Learn more →
Competitor intelligence
See who AI recommends first.

Share of voice and threat tracking across every rival, every engine.

Learn more →
GEO score
One grade for AI readiness.

A 0 to 100 composite of visibility, position and sentiment.

78
Learn more →
Sentiment Tracker · New
Know the tone, not just the mention.

AI reputation monitoring. Track how every engine describes any subject by sentiment over time, with the passages and the sources each engine cited.

Explore Sentiment Tracker →
Positive68%
Neutral18%
Negative14%
Measure · your AI scoreboard

Every AI mention, scored and ranked.

One dashboard turns 500 raw AI responses into the numbers that matter: visibility, share of voice, sentiment and average position, each with a week-over-week delta so you catch a shift before it costs you pipeline.

Multi-brand visibility-over-time, one line per competitor
Per-engine breakdown, see which model under-cites you
Trend alerts when your mention rate slips
app.llemmy.com/overview
llemmy
Visibility
Brand

Overview

How AI engines see Northwind Coffee
7d30d90d
Visibility
42%
n=500 · 95% CI 38–46%
Share of voice
31%
n=500 · 95% CI 27–35%
Sentiment
Positive
Avg position
2.4
Visibility over time
GEO score
78
B · Good
app.llemmy.com/prompts
llemmy
Visibility
Brand

Prompts

24 prompts tracked · active across 6 engines
+ Add prompts
PromptGEOVisibilityPos
best specialty coffee brands 2026A8664%#1.8
where to buy single-origin coffeeB7251%#2.3
most sustainable coffee roastersC5840%#2.6
organic decaf coffee recommendationsF2814%#4.1
Measure · prompts & GEO score

The composite that grades every prompt.

The GEO score combines visibility, position and sentiment into one 0 to 100 grade, A through F, so you can see which questions you're winning and which blind spots are worth fixing first.

Per-prompt visibility, position and trend arrows
Filter by intent, run any prompt on demand
AI suggests new prompts to close coverage gaps
Measure · competitor intelligence

See who AI recommends first.

Track every rival's share of voice side by side, across all engines. Watch the gap, get alerted when someone gains ground, and read how each model describes you versus them.

Discover competitors automatically from AI answers
Threat levels and positioning per competitor
AI share of voice · "best coffee subscription"
Northwind Coffee You42%
Aurora Roasters38%
Peakline Coffee29%
Harbor Roasting21%
Tracked daily across 6 AI platformsRefreshed today
Measure · the complete toolkit

Not a list of features. A working instrument.

Every metric below is included: no add-ons, no per-engine fees. Here's what each one actually looks like.

Visibility tracking
42%▲ 6p
mention rate · last 30 days · n=500 · 95% CI 38–46%
Share of voice
Northwind42%
Aurora38%
Peakline29%
Sentiment analysis
72
Positive 58% Neutral 31% Negative 11%
78/ 100
GEO score & grades
One composite, A to F, per prompt
A B C D F
Visibility by AI model
GPT-4o48%
Claude44%
Gemini39%
Perplexity33%
Citation sources
reddit.com
wikipedia.org
your site
Topic intelligence
sustainability single-origin subscription fair-trade cold brew + 38 gaps
Movement alerts
Mention rate −9p this week
SOV up +3p vs Aurora
New rival detected: Drift Coffee
Pillar 2 · Act

From reading the chart to changing the answer.

Measurement is only the first rung. These are the tools that turn a gap into shipped work, without leaving the stack you already run.

New

Growth: one ranked list, every next action

Demand, rank, AI citation and coverage, fused into one list. Every opportunity ships with a specific next move: track the rank, write the content, earn the citation, add a prompt.

Explore Growth →

GEO audit & prioritized moves

Audit any site's AI readiness, then work a prioritized list of fixes per prompt and per engine: what to publish, which sources to earn, what to restructure.

GEO score & audit →

Campaigns with a day-0 baseline

Tag the prompts a piece of content should move, capture the baseline before you publish, and see whether the change was signal or within noise.

Explore Campaigns →

WordPress plugin: audit to publish

Your GEO analytics inside wp-admin, content briefs in the editor on paid plans, and the AI-traffic tag installed automatically. Free to install.

See the plugin →
New

Local Presence: pack rank, rating and reviews

Track where your business ranks in the Google local pack for the searches that bring customers in, plus your star rating and review count, refreshed daily. In-pack share carries a confidence interval.

Explore Local Presence →
Connect · SEO & analytics

The queries you win on Google but lose in AI.

llemmy cross-references your Google Search Console rank against your AI citation rate and surfaces the gap: the queries and pages where you rank well on Google but the AI engines don't cite you. It's the SEO-to-GEO action list you hand a team.

Rank #1 to 5 on Google but missing from AI answers, ranked by opportunity
See which engine cites a competitor instead of you
Track the gap month over month as a KPI you can bill against
Google rank vs AI citation
QueryGoogleAI cites
best specialty coffee brands#21 of 7
single-origin subscription#13 of 7
sustainable coffee roasters#40 of 7
Strong on Google, thin in AI: your three highest-priority GEO fixes.
Claude · MCP
"How is my brand's visibility trending this month?"
brand_statsvisibility 42% · ▲ 6 points vs last month
top_citationsreddit.com, wikipedia.org, your site
list_prompts24 prompts tracked · 4 blind spots
Read-only · scoped by API key
Connect · MCP server

Ask your AI assistant about your GEO data.

llemmy ships a Model Context Protocol server, so you can query your GEO data in plain language from Claude, Cursor or any MCP client, no dashboards, no SQL.

Tools for projects, prompts, responses, brand stats and top citations
Read-only and secure, every call is scoped by your API key
A developer and agency differentiator built for the AI-native workflow
Explore the MCP server →
Connect · teams & multi-seat

Invite your team, and every client, free.

Bring teammates into your account, and give agencies what they actually need: free read-only viewer seats so every client can watch their own brand at zero marginal cost. SSO (OIDC) and SCIM 2.0 provisioning are available on enterprise plans.

Free read-only viewer seats, invite every client at zero marginal cost
Role-based access keeps each viewer scoped to their own brand
SSO (OIDC) and SCIM 2.0 provisioning, available on enterprise plans
Explore teams & seats →
Your accountAgency plan
YSYouOwner
AMTeammateEditor
Client viewer seats · free
NCNorthwind CoffeeViewer · $0
ARAurora RoastersViewer · $0
Read-only viewers see only their own brand, and cost you nothing.
Act · free GEO audit · no signup

Grade any brand's AI readiness in seconds.

Our free grader shows how ChatGPT, Claude, Perplexity and Google AI describe a brand, and hands back an AI-readiness grade on the spot: the fastest way to size up your gap (or a prospect's).

Run a free GEO audit →
AI readiness
62/ 100
C · Room to grow
Connect · integrations & data ownership

Tie AI visibility to real traffic, and own your data.

Google Search Console + GA4

Connect both on any plan for a free preview of AI visibility next to organic rankings and real sessions. Full history and the GEO-vs-SEO divergence on Growth and up.

WordPress

Connect WordPress in Settings, alongside GSC and GA4, to bring your site context into the same dashboard where you measure AI visibility.

Open REST API + webhooks

Pull every metric into your own stack, or push alerts to Slack and your data warehouse the moment they fire.

Own & export your data

Export everything you store under GDPR Article 15, and delete your account on demand under Article 17. An enterprise self-hosting option keeps the whole platform, and your data, on your own infrastructure.

Prove · New

The Monthly Performance report

One branded, cover-paged document folding AI visibility, rankings, traffic, Search Console and local presence together, plus five more single-topic templates and exportable KPI cards. Every number explained, with sample size and confidence interval.

See the Monthly report →

Export under GDPR Article 15

Request a full export of all the data we hold on you, in line with your right of access under GDPR Article 15: CSV and API, on demand, no support ticket.

Delete your account, Article 17

Erase your account and data whenever you choose, honoring your right to erasure under GDPR Article 17. Hardened workspace isolation keeps tenants separate the whole time.

Where llemmy is built to win

A practitioner's read of the GEO field, and the capabilities llemmy invests in most.

Capability
What llemmy does
llemmy
6-engine AI tracking
ChatGPT, Claude, Gemini, Perplexity, Google AI Mode and Google AI Overviews, in one dashboard.
Share of voice vs competitors
Every rival's share of voice, side by side, across all engines, with threat tracking.
Sentiment analysis
Track how each engine describes you by sentiment over time, with the passages and sources cited.
GEO score + site audit
A 0 to 100 visibility, position and sentiment composite per prompt, plus a separate site GEO audit and a free public grader.
GSC + GA4 + WordPress
Connect Search Console, GA4 and WordPress to tie AI visibility to organic rank and real sessions.
AI citation gap
Cross-references Google rank against AI citation to surface the queries you win on Google but lose in AI answers.
MCP server
Query your GEO data in plain language from Claude, Cursor or any MCP client, read-only and scoped by API key.
Open API + export
Open REST API, webhooks, and full CSV + data export under GDPR Article 15.
Agency multi-client + white-label
Unlimited client projects, white-label reports, and free read-only viewer seats for every client.

These are llemmy's own capabilities, described, not benchmarked against any specific tool. Comparison reflects publicly available information as of June 2026. All trademarks belong to their respective owners.

Prove · why teams trust llemmy

A real platform, built by people who've measured search for decades.

0
years in search marketing
0
AI engines, one dashboard
Daily
re-scored, never stale snapshots
<5 min
to your first insight

Your data stays yours

Full CSV + API export, response history retained per plan, and an enterprise self-hosting option. Nothing locked in.

Methodology, not magic

Every score traces back to real AI responses you can read. Transparent inputs, repeatable runs, no black-box vanity metrics.

Built for the AI search era

A focused GEO platform, not an SEO suite with a bolted-on tab. Purpose-built for how buyers actually ask AI today.

See every feature on your own brand.

Spin up a project free and watch your AI scoreboard fill in within minutes.

Start free → Talk to our team