Six things.
Done brutally
well.
See exactly who's winning, and why.
While you're guessing, three competitors are already cited in the answers your prospects are reading.
- [OK]Catches new entrants and citation-share shifts every time you re-run
- [OK]Surfaces exactly where competitors are listed that you're not, ranked by citation correlation
- [OK]Real keyword gaps, priced — the £ value of every term a competitor ranks for that you don't
- [OK]Competitor audit scores compared against your own on the same rubric
- [OK]Identifies the actual citation drivers: schema, reviews, content depth, or backlinks
▌ COMPETITOR TRACKING — vs Warmy
last run · this auditRank in the answer, not the index.
If ChatGPT doesn't cite you when someone asks 'best [your category],' you've already lost the deal.
- [OK]Rank checks across LLMs for warmup queries — triggered on each audit run
- [OK]Citation-surface seeding (Reddit, G2, comparison sites)
- [OK]Drafts citation-optimized content rewrites for your review
- [OK]Tracks 'best email warmup' query shifts across models
- [OK]GEO score tracking vs Warmy, lemwarm, Instantly
▌ GEO RANKING — by LLM
per audit · compare runsReports your board will actually read.
Your board skips 47-slide decks. Chad's reports are tight, charted, and answer the question you actually asked.
- [OK]On-demand: 11 seconds from ask to answer
- [OK]Auto-narrated charts with TL;DR up top
- [OK]Versioned — every report has an audit trail
- [OK]Designs in your brand colors, not Chad's
▌ REPORT — rendered 11s ago
auto-generatedHe doesn't just suggest. He does it.
Everyone gives feedback. Chad writes the cold email, builds the comparison page, ships the changelog — and waits for you to hit Send.
- [OK]Drafts blogs, pages, emails, ads, scripts, decks
- [OK]Approval queue right in Slack
- [OK]Tone-matched to your brand voice from approved content
- [OK]Every draft versioned with full history
▌ APPROVAL QUEUE
12 awaiting · 41 shippedFind the territory nobody's claimed yet.
Your competitors are fighting for the same three keywords. Chad finds the buyer segments and search themes nobody's claimed yet.
- [OK]Wedge analysis against every competitor tracked in your audit
- [OK]Demand segments where citation gaps are real and winnable
- [OK]A concrete repositioning recommendation when the evidence supports one
- [OK]Delivered as a working session — calls that need business judgment stay with a person
▌ POSITIONING PLAY — Q2
confidence 87%- Warmy + lemwarm both own "email warmup" — crowded
- "Fixes itself" positioning = automated deliverability
- Reviews mention wanting "set and forget" solutions
- AI-driven approach = differentiation vs manual warmup
He gets sharper every day.
By month 12, Chad doesn't ask what voice you want — he already knows your patterns, your wins, and the metrics that matter.
- [OK]Persistent memory across all channels & threads
- [OK]Tone & taste learning from your approvals
- [OK]Per-teammate memory (Sara hates passive voice)
- [OK]Memory export (your data, always)
▌ CHAD'S MEMORY — week 32
14,201 chunksHow does Chad's competitor radar work?
Chad crawls and scores your competitors using the same GEO audit rubric applied to your site — page count, review volume, schema completeness, and citation-surface presence. Each re-run surfaces new entrants and citation-share shifts, ranked by what actually correlates with getting cited by AI.
Which AI search engines does Chad track for GEO ranking?
Chad tracks your GEO ranking across 4 AI search engines: ChatGPT, Claude, Perplexity, and Google AI Overviews. Rankings are checked on each audit run and compared against your top competitors.
How does Chad's memory work?
Chad maintains persistent memory across all conversations, approved drafts, rejected ideas, and performance metrics. It learns your brand voice from approved content, remembers individual teammate preferences, and your data is always exportable.
What tools does Chad integrate with?
Chad lives in Slack as your primary interface, and pushes work directly to GitHub and Vercel. Reports are delivered via Slack messages or email.
How does
your site
look to Chad?
Drop your domain. Chad scans your GEO score, content posture, and competitor exposure in 11 seconds — then tells you the first thing he'd fix. The other three he saves for the walkthrough.