See how AI platforms see your brand

Track mentions, citations, sentiment, and competitor visibility across the AI answers your buyers increasingly rely on.

5 free scans, then your own OpenRouter or direct provider key · No card required

A Auralane
Monitor: ChatGPT Claude Gemini Perplexity

Mention rate

ChatGPT
72%
mention rate · positive
Claude
64%
mention rate · neutral
Gemini
41%
mention rate
Perplexity
78%
mention rate · positive
Vocelle Merivane

Illustrative sample data

Features

From raw AI answers to decisions you can act on

Run repeatable prompts, preserve the underlying responses, and turn them into measurable brand and competitor signals.

Measure

Mention visibility

Measure whether your brand appears and how prominently it is discussed.

Citation evidence

Capture the sources AI systems cite so teams can see what shapes an answer.

Repeatable monitoring

Use saved queries and schedules to compare results over time.

Understand

Competitor comparisons

See which competitors are recommended and where they gain visibility.

Trends and alerts

Track changes over time and surface meaningful drops, surges, and discoveries.

Auditable evidence

Trace metrics back to stored responses, prompts, models, and cited sources.

How it works

One prompt. Four engines. Every answer on the record.

01

Prompt

A saved prompt, or an ad-hoc one, captures the question your buyers ask.

02

Four engines

Each scan runs on ChatGPT, Claude, Gemini, and Perplexity in parallel.

03

Stored verbatim

Responses are kept permanently and never modified, so metrics can always be recalculated.

04

Two-stage detection

A regex pre-screen finds candidates, then an LLM pass validates them against exact text spans.

05

Signals

Mention rate, share of voice, sentiment, and citations, always split per engine.

Demo

Same question. Four different answers.

ChatGPT, Claude, Gemini, and Perplexity reason differently. See exactly where you show up, where you do not, and who takes your place.

Mentioned · #2

ChatGPT

Mentioned · #1

Claude

Not mentioned

Gemini

Mentioned · #3

Perplexity

For enterprise contact centres, strong options include Vocelle for its broad ecosystem and Auralane, which is often praised for fast setup and clear reporting. Merivane suits teams that need deep customization.

Methodology

Metrics you can defend in the boardroom

Responses are stored permanently and never modified, so every number can be recalculated and traced back to the exact text it came from. Limited history shows depth indicators, never fabricated trendlines.

We never average across engines without exposing the per-engine split, because averaging hides that signal.

Read the full methodology

Mention rate

The share of scans where your primary brand appeared in at least one platform response. Presence at the scan level, not the response level.

Share of voice

How much of the conversation you own against every competitor you track. Adding a competitor dilutes it, which is arithmetic, not a bug.

Sentiment

Context around each mention is classified on its own. We publish no single sentiment score, because one number hides a 50/50 split.

Citations

Every cited source is persisted, most often from Perplexity and occasionally Gemini.

regex screen · LLM extraction · exact span match. Two-stage detection validates every mention with a confidence score. Mentions must match exact text spans, so nothing is fabricated.

Integrations

Where Seenlark plugs in

All integrations

Live

OpenRouter

Bring your own key to route scans across ChatGPT, Claude, Gemini, and Perplexity from one account.

Live

Anthropic

Direct key for batch insights via the Batches API. 50% cost reduction on async narrative workloads.

Live

OpenAI

Direct key for embeddings on scan results.

Live

Slack

Send alerts to a Slack channel via incoming webhook, configured per user.

Live

Generic webhook

POST every notification to any URL with HMAC-SHA256 signing. Works with n8n and Zapier.

Live

Stripe

Subscription management, tier sync, and signed-webhook verification for plan changes.

Live

Resend

Alert, digest, and transactional email delivery, including weekly digests.

Want an integration that is not here?

CDN analytics, CMS workflows, PostHog, Plausible and G2 are planned.

Request one

Pricing

Start free. Scale when the signal matters.

Free

Full demo, then 5 real scans on us.

$0
forever
Get started
  • Prefilled demo workspace — the whole product, no key needed
  • 5 real scans of your own brand on us
  • 75 scans / month on your own key
  • 1 topic
  • 25 keywords
  • 4 LLM platforms (ChatGPT · Claude · Gemini · Perplexity)
  • 30-day history
  • Your own keys — OpenRouter, or direct OpenAI / Anthropic / Gemini / Perplexity
  • No AI narrative insights
  • No scheduled scans
  • No alerts engine
  • No webhook / Slack delivery

Pro

Solo founders + small marketing teams.

$199
per month

Beta · not billed yet

Not sold during beta. Lock in this price and we will honor it at launch.

  • 1,000 scans / month on your own keys
  • 25 topics
  • 250 keywords
  • 4 LLM platforms (ChatGPT · Claude · Gemini · Perplexity)
  • 12-month history
  • Your own keys — OpenRouter or direct, with per-member cost attribution
  • AI narrative insights (weekly + on-demand)
  • Scheduled scans (daily / weekly / monthly)
  • Alerts engine (mention drops, competitor surges, sentiment swings)
  • Webhook + Slack delivery

You bring the AI. We run everything else.

FAQ

Frequently asked questions

Do you have any questions? We have got you covered.

What does Seenlark measure?

Seenlark tracks whether AI answer engines mention your brand, how they describe it, which sources they cite, and how your visibility compares with competitors over time.

Which AI platforms can I monitor?

ChatGPT, Claude, Gemini and Perplexity. You decide which of them run on any given scan, and which model from each — so you can track the ones your buyers actually use instead of a fixed list we picked for you.

Do I need my own API keys?

Yes — Seenlark runs on your keys. There are two ways to connect: one OpenRouter key, which reaches all four engines through a single account and invoice, or direct keys for OpenAI, Anthropic, Google (Gemini) and Perplexity, which get you your own rates, your own rate limits and batch pricing where the provider offers it. New accounts are set up with a demo workspace — a fully populated dashboard built on sample brands — plus 5 real scans of your own brand on us, before you connect anything. Keys are encrypted before storage, scoped to one workspace, and never placed in background-job payloads.

So what am I paying Seenlark for?

The infrastructure around the model calls: running scans across four engines, parsing and storing every answer verbatim, citation extraction, competitor and sentiment analysis, history, alerts, scheduling and seats. We charge a flat monthly fee for that and never take a margin on tokens — the model calls are billed by your provider, directly to you. That is why you can see the true cost of every scan in the dashboard, change models whenever you like, and keep your prompts and answers in your own provider account.

How is workspace data isolated?

Application queries and authorization checks are scoped to the active organization. Provider credentials are encrypted at rest and are never placed in background-job event payloads.

Your buyers already asked AI about you.

Find out what it said. Run your first scan across ChatGPT, Claude, Gemini, and Perplexity for free.

Ask four engines about your brand