Mention Rate Dashboard
See mention rates, ranking trends, competitor comparisons, and citation source breakdowns at a glance.
Generative Engine Optimization
One platform for your full GEO workflow
Site audit, mention dashboards, diagnostics, citation analysis, and GEO content — paste your website URL below to preview mention signals before you sign up.
Verified by growth teams
Everything you need for GEO monitoring
From on-site audits to AI diagnostics and content — one platform for your brand's AI visibility.
Brand & Keyword Management
Add a brand with name and URL — AI suggests 3 topics and 15 questions. Add product SKUs on the brand page for AI writing.
AI Diagnostics
Review full AI responses for each question, including mention status, competitors cited, and linked sources.
Site Audit
Run a GEO checklist on your brand website — each rule shows pass, warn, or fail with the exact finding (e.g. meta description length, missing JSON-LD). Copy a fix prompt for your CMS or AI editor.
AI Article Writing
Generate GEO-optimized articles from your monitoring insights with customizable writing styles.
Writing Styles
Extract reusable style prompts from a reference URL or pasted sample. Save, filter by category, and open New Article with your style ready to use.
Mention Rate Dashboard
See mention rates, ranking trends, competitor comparisons, and citation source breakdowns at a glance.
Brand & Keyword Management
Add a brand with name and URL — AI suggests 3 topics and 15 questions. Add product SKUs on the brand page for AI writing.
AI Diagnostics
Review full AI responses for each question, including mention status, competitors cited, and linked sources.
Site Audit
Run a GEO checklist on your brand website — each rule shows pass, warn, or fail with the exact finding (e.g. meta description length, missing JSON-LD). Copy a fix prompt for your CMS or AI editor.
AI Article Writing
Generate GEO-optimized articles from your monitoring insights with customizable writing styles.
Writing Styles
Extract reusable style prompts from a reference URL or pasted sample. Save, filter by category, and open New Article with your style ready to use.
Built for teams that care how AI talks about their brand
Use GEO monitoring to track mention trends, run question-level diagnostics, and turn citation insights into content—without a fragmented spreadsheet-and-tab workflow.
Founders
See whether AI names you on comparison queries before launch feedback piles up. Track mention trends and archived diagnostics in one workspace—not ad-hoc browser spot-checks.
Marketing & growth
Spot comparison angles, citation sources, and competitor mentions where buyers ask AI assistants. Route insights to content or campaigns with full replies—not vanity scores.
Product & PMM
Connect signals from AI answers to roadmap bets: what people compare you against, which sources shape category answers, and when visibility shifts before it is obvious elsewhere.
See your brand visibility at a glance
Track mention rates, ranking trends, and citation sources in a single dashboard built for GEO monitoring.
How it works
Five steps from brand setup and site audit to diagnostics, tracking, and GEO content.
- 1
GEO Brand Audit
Audit your brand and website — AI surfaces topics and tracked questions you can customize.
- Enter brand name and website URL to start the audit
- Review and edit AI-suggested topics and tracked questions
- Add product SKUs on the brand page for GEO article writing
- 2
GEO Site Audit
Run an automated GEO checklist on your brand website — spot on-page gaps before you optimize content or run diagnostics.
- Select a brand — the audit uses its website URL from your profile
- Overall score plus six pillar cards (Technical, Content, Schema, E-E-A-T, Citations, Governance)
- Detailed checklist tabs show each rule as pass, warn, or fail with measured details
- Fail flags blockers (HTTPS errors, thin HTML text, missing H1); warn flags gaps (meta length, no llms.txt)
- Copy a fix prompt that summarizes every fail and warn for your CMS or AI editor
- 3
AI Brand Monitor
Monitor the questions your customers ask — and see how AI responds over time.
- Run diagnostics against real AI search behavior
- See full AI replies and whether your brand is mentioned
- Review competitor mentions and citation sources in each answer
- 4
AI Brand Visibility Checker
Check brand-level mention rates, rankings, and citation sources over time.
- Dashboard trends for AI visibility and average rank over time
- Break down citation sources by domain and type (platform, press, other)
- Compare your brand against competitors cited in AI answers
- 5
GEO Article Writing
Turn insights into GEO-optimized articles that strengthen how AI models mention and cite your brand.
- Generate articles from diagnostic questions and product context
- Apply custom writing styles for consistent brand voice
- Edit and export content to support your GEO visibility goals
Try it free — no account required
Audit your website or check a published article for GEO citation readiness — paste a URL and see results in seconds.
Verified by growth teams
gptmelo vs traditional GEO workflows
Monitor AI brand visibility in one workspace—or keep spot-checking answers, tabs, and spreadsheets by hand.
Monitoring with gptmelo
One workflow
Site Audit, Dashboard, Diagnostics, and Articles live in one workspace—from on-page checks to mention trends and GEO content.
Question-level clarity
Full AI replies with mention status and citation sources—not vanity scores or screenshots from a browser tab.
Ready for review
Each diagnostic includes competitor mentions and source breakdowns—facts you can use in your next weekly review.
Archived history
Past diagnostics stay on record so Dashboard trends show how mentions and citations change when you run checks again.
Shared brand setup
One brand profile with topics, questions, and products—instead of a fragile routine in one person's notes and tabs.
Result: Minutes to diagnose, then act
Monitoring on your own
Tool sprawl
Site checks, mention tracking, and content drafts live in different tabs—and rarely stay in sync.
Manual spot-checks
You paste questions into AI chat and hope today's answer matches what buyers actually see.
Context switching
Every hop costs attention—and citation or ranking shifts are easy to miss between reviews.
Fuzzy measurement
You can track activity, but connecting listening work to outcomes stays guessy without archived replies.
Fragile routines
When one person owns the glue work, the process breaks if they leave or get too busy.
Result: Hours of weekly glue work
“We built gptmelo because spot-checking AI in a browser tab doesn't scale. Moving from ad-hoc checks to archived diagnostics with citation breakdowns changed how we prioritize GEO work.”
Carter · Founder · gptmelo.com
What our partners say
Teams we work with share how they track AI visibility and act on insights with gptmelo.
“We review the Dashboard mention-rate trend every Monday. When AI stopped naming us on comparison queries, the chart caught it before sales did — and Diagnostics gave us the full replies and competitor citations to brief leadership.”
“Clients always ask which domains actually shape AI answers in their category. I run Diagnostics on their tracked questions and walk them through citation breakdowns by domain — influence you can point to, not just a visibility score.”
“Site Audit flagged thin comparison copy and missing schema on our homepage, with fix prompts we could hand straight to engineering. We shipped the updates, then drafted a GEO comparison article in Articles from the same brand setup — audit to publish in one workspace.”
Frequently asked questions
Everything you need to know about gptmelo.com. Can't find an answer? Contact us.
What is GEO (Generative Engine Optimization)?
GEO is the practice of understanding and improving how AI assistants like ChatGPT mention, rank, and cite your brand when users ask relevant questions. It complements traditional SEO by focusing on generative AI visibility.
Do I need a credit card for the free plan?
No. You can sign up and use the free plan without entering payment details. Upgrade only when you need higher limits.
What is included in the free plan?
The free plan includes one brand, one tracked question, one site audit, one diagnostic run, and one AI article plus one writing style — a one-time allocation to try the full workflow end to end.
Can I monitor multiple brands?
Yes. Paid plans support more brands: Starter includes one brand, Pro up to three, and VIP up to twelve. Upgrade from your billing page when you need more capacity.
Which AI platforms do you support?
We currently focus on ChatGPT — the most widely used consumer AI assistant. You can track how it responds to your keywords, whether your brand is mentioned, and which sources it cites.
How do diagnostics work?
Your tracked questions from brand setup appear on Diagnostics. Run a diagnostic and review the full AI response — mention status, competitors cited, and linked sources show what shaped the answer.
What are citation sources and why do they matter?
Citation sources are the web pages AI references when answering a question. Knowing which domains and articles get cited helps you understand influence patterns and prioritize content or outreach that can shape future answers.
What is Site Audit?
Site Audit scans your brand website with a rule-based GEO checklist. You get pillar scores, a detailed checklist where each rule is pass, warn, or fail with measured details (e.g. meta description length, H1 counts, JSON-LD types), and a fix prompt for Claude, Cursor, or your CMS.
Can I upgrade or cancel anytime?
Yes. Change plans or cancel from the billing page at any time. Paid features remain active through the end of your current billing period.
Start monitoring your brand today
Try the full GEO workflow — monitoring, site audit, and content — no credit card required.
Get started free