AEO · GEO · SEO — one workspace

Is ChatGPT recommending you, or your competitor?

See which questions ChatGPT, Claude, Gemini and Perplexity answer without naming you, and which pages they cite instead. Your keyword research, rank tracking, backlinks and site audits sit in the same place, from $19 a month with the data included.

✓ Search data included, no setup✓ Every feature on every plan✓ See the cost of each check before it runs
acme.com/AI visibilitylast run 06:00 · 20 answers · $0.75
Visibility
55%
Named in
11 / 20
vs last week
+3
PromptGPTGPTClaudeClGeminiGemPplxPplx
Click a prompt to see the answer →
Prompt
“best invoicing app for UK freelancers”
ChatGPT answered

For UK freelancers, Ledgerly and Billfold are the most commonly recommended. Both handle VAT and Making Tax Digital, and Ledgerly has a free tier…

Named
Ledgerly
Billfold
Cited
ledgerly.com/blog/vat-guide
reddit.com/r/UKPersonalFinance
billfold.io/pricing
Next step: none of the four models name you. Audit /guides/vat, which ranks #11 for the matching keyword and isn’t cited.
Checks answers fromChatGPTClaudeGeminiPerplexityWorks with Claude Code over MCP

Your buyers stopped scrolling results. They ask for one answer.

Ranking #3 on Google doesn’t tell you whether an AI assistant names you. Most AI-visibility tools solve half of this and bill monthly for it. PandaCrawl puts both halves in one workspace: the rankings and the answers, the audit and the citation.

SEO

Where do I rank?

Keywords, positions, backlinks and technical health across Google and Bing.

AEO

Am I the answer?

Whether ChatGPT, Claude, Gemini and Perplexity name you for the questions that matter.

GEO

What do they cite?

The pages AI answers cite, so you know which page to write, fix or earn a mention on.

AI visibility

From “they don’t mention us” to a fix, in four steps.

01
Pick the questions

PandaCrawl suggests buyer questions from your own Search Console queries. Keep them, edit them or write your own.

query: invoice template uk
→ “best invoice app for UK freelancers?”
02
Ask four models

Run them daily, weekly or on demand. You see the cost before anything runs, typically a few cents per answer.

5 prompts × 4 models
est. $0.75 · run now?
03
See who wins, and why

For every answer: whether you’re named and in what position, who’s named instead and which URLs are cited.

named: ledgerly, billfold
acme.com: not named
04
Fix it with the SEO tools

Audit the page that should be cited, find related keywords, submit changes with IndexNow and check again next week.

audit /guides/vat → 3 issues
re-check scheduled · Mon
The rest of the suite

A complete SEO workspace, every feature on every tier.

Every tool you’d use in Semrush or Ahrefs, running on your own data key so nothing is metered or throttled by us.

Keyword research

Volume, difficulty, CPC and SERP breakdowns. Save keywords into lists.

invoice app freelancers9,900KD 41vat invoice template6,600KD 29late payment reminder3,600KD 24
Rank tracking

Daily, weekly or monthly positions by device and location, with full history.

invoice app freelancers#4▲ 14vat invoice template#11▲ 3late payment reminder#7▼ 2
Site audits

Crawl, group issues by severity, down to the exact pages. Re-run whenever you ship.

Broken internal links12Missing titles4Duplicate meta descriptions28
Backlinks

Referring domains, anchors, new and lost links for any domain, yours or a competitor’s.

Search Console, Analytics & Bing

First-party data next to market data. Filter straight to pages sitting at positions 11–20.

IndexNow

Tell Bing, Yandex and others about new or updated pages the moment you publish.

Compare

Same workflow. Different bill.

PandaCrawl
Semrush
Ahrefs
Keyword research, rank tracking, backlinks, audits
✓ Included
✓ Included
✓ Included
AI visibility (ChatGPT, Claude, Gemini, Perplexity)
✓ Included on every plan
Add-on, from $99/mo per domain
5 prompts on Lite, more from $50/mo
Pricing model
From $19/month, data included
From about $139/month
From $29/month
Year-one cost, SEO + AI visibility
$228+
$1,990+
$1,548+
Data you pay for
Credits that roll over
Plan limits, used or not
Plan limits and credits
Sites
Unlimited on every plan
5 on Semrush One Starter
5 projects on Lite
MCP server for AI agents
✓ Every plan
Varies by plan
✓ From Lite

Competitor figures are public list prices for common plans and add-ons as of September 2026 and change often. Check their pricing pages for current numbers.

For agents · MCP

Give your agent memory, not just data.

A raw data API answers one question and forgets it. PandaCrawl’s MCP server, on every plan, gives Claude Code and other agents your rank history, AI visibility trends, past audits, your Search Console and Bing data, and a project brief they read before every task. Checks keep running on their schedule whether anyone asks or not.

31×smaller answers than DataForSEO’s raw API for the same keyword research
Freeto read your Search Console, Analytics and Bing data
$0to repeat that research within 24 hours
Read the MCP docs →
› how has our AI visibility moved this month?
pandacrawl · get_ai_visibility done · 0.9s
55% of answers name acme.com, up from 41% on 1 September. The gain is Claude, which now cites /guides/late-payments.
› which AI answers still don’t name us?
pandacrawl · get_ai_visibility done · 1.2s
“best invoice app for UK freelancers”: 0 of 4 models name acme.com. Three cite ledgerly.com/blog/vat-guide, which your /guides/vat page ranks under at #11.
› audit /guides/vat and tell me what to fix
pandacrawl · get_audit_issues done · 3.4s
Missing FAQ schema, thin intro (180 words), no mention of 2026 thresholds. Want a rewrite brief?
Pricing

Data included. Nothing to set up.

Every plan has every feature, including AI visibility and MCP, and unlimited sites. Plans differ only by the credits included each month.

Starter
7,500 credits a month
$19/ month
Unlimited sites, unused credits roll over, cancel anytime
Start Starter
Agency
40,000 credits a month
$99/ month
Unlimited sites, unused credits roll over, cancel anytime
Start Agency
✓ Keyword research, ranks, backlinks, audits✓ AI visibility across 4 models✓ MCP server✓ Search Console, Analytics, Bing
Which plan do I need?

Drag the sliders to match what you’d track.

How often
Credits a month
8,880 credits
AI visibility · 4 models7,680Rank tracking1,200
Fits the Pro plan, $39/month. For comparison, Semrush’s AI Visibility Toolkit alone is $99/month per domain.
Estimate from average costs in real use. Actual use depends on locations, depth and model choice.

Questions worth asking.

Answer Engine Optimisation and Generative Engine Optimisation both mean the same practical thing: getting named and cited when someone asks an AI assistant instead of searching. If your buyers use ChatGPT or Perplexity to shortlist tools, suppliers or products, you need to know what those answers say.

Find out what ChatGPT says about you tonight.

From $19 a month with the data included. Add five questions and see your first answers in minutes.