SEOMadman
Built only on Search Console + GA4

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.

app.seomadman.com
312
Changes tracked
74
Proven winners
+23%
Attributed clicks

Grounded only in data you already trust

Google Search ConsoleGoogle Analytics 4
312Changes tracked (demo)
74Proven winners
GSC+GA4The only data sources
$03rd-party API cost
Attribution

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
attribution · apexgrowth
74
Winners
58
Neutral
12
Regressions
AI search (AEO)

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.

Platform

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.

How it works

Measure, decide, execute, prove

  1. 01

    Measure

    Connect Search Console and GA4. The first backfill runs in minutes.

  2. 02

    Decide

    See ranked opportunities and decaying pages, each backed by your data.

  3. 03

    Prove

    Ship a change, let attribution close the loop, and share the proof.

Benchmarks

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.

Click-through rate82th
Content freshness64th
Attribution coverage91th
Reports

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
reports · shared
14
Reports
9
Shared
100%
First-party
Copilot

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.

Who it's for

Built for your whole team

  1. 01

    Agencies

    Prove SEO value to clients with branded, shareable reports.

  2. 02

    In-house teams

    Standardize attribution across every property that you own.

  3. 03

    Consultants

    Show real impact with evidence, not slideware and promises.

Grounded, not guessed

 
SEOMadman
Rank trackers
Data source
Your Search Console + GA4
Scraped ranks + estimates
Causal claims
Confidence-framed correlation
Implied certainty
Memory
Every change + outcome
A snapshot in time
Cost model
$0 marginal API cost
Priced on crawl volume

Honest answers

See what actually moved your SEO

Connect Search Console and reach your first attributed win in minutes.