Prove which SEO changes actually moved the needle
SEOMadman remembers every change you make and ties it to the clicks and conversions it correlated with - grounded only in data you already trust. Confidence, not fabricated certainty.
Grounded only in data you already trust
Every change, tied to its outcome
Log a change once. When the data confirms a shift, SEOMadman surfaces the correlation with explicit confidence framing - never a made-up causal claim. You see what worked, and what to rule out.
- Change log becomes a system of record
- Correlation shown with confidence, not certainty
- Winners and duds separated by evidence
Answer the questions AI search can't
Classic SERP traffic is being reshaped by AI answers. The answer-gap engine finds the questions AI search fails to answer about you - the next frontier of visibility, framed honestly from your own data.
- Surface answer gaps, not vanity ranks
- Prioritized by your real query footprint
- Turns AI disruption into a roadmap
Answer coverage gap closing as questions get addressed.
One system of record for SEO growth
Two layers on one honest core: growth-memory that compounds, and an answer-gap engine that looks ahead.
Growth-memory
Every change and its outcome, stored as durable and queryable memory.
Diagnostics
Quietly decaying pages and slow traffic drops, detected every night.
Opportunities
Ranked, evidence-backed next moves, never another generic checklist.
Benchmarks
Anonymous, k-anonymous cohorts show exactly where you truly stand now.
Reports
Client-ready proof you can share through a signed and expiring link.
Copilot
Answers grounded in your own knowledge base, not the model's memory.
Measure, decide, execute, prove
- 01
Measure
Connect Search Console and GA4. The first backfill runs in minutes.
- 02
Decide
See ranked opportunities and decaying pages, each backed by your data.
- 03
Prove
Ship a change, let attribution close the loop, and share the proof.
Know where you actually stand
Percentile ranking from anonymized cohorts - opt-in and reversible. No scraped competitor data, ever; just an honest read on your position.
Proof you can hand a client
Turn what moved into a client-ready summary and share it with a signed, expiring link. No login for the viewer, no screenshots, no spin - just the evidence.
- Client-ready, shareable summaries
- Signed, expiring, revocable links
- Branded for agencies and teams
Answers from your own data
Ask what changed, what worked, and what to do next. The Copilot answers grounded in your own knowledge base and history, not model memory, so every answer stays traceable.
- Grounded in your OKF knowledge base
- Traceable to the change behind it
- Never a hallucinated causal claim
Answers grounded in your own history, not model memory.
Built for your whole team
- 01
Agencies
Prove SEO value to clients with branded, shareable reports.
- 02
In-house teams
Standardize attribution across every property that you own.
- 03
Consultants
Show real impact with evidence, not slideware and promises.
Grounded, not guessed
Honest answers
See what actually moved your SEO
Connect Search Console and reach your first attributed win in minutes.