·v1.0

Find the search intent that's actually producing pipeline

Growpad connects Search Console, HubSpot, and GA4 — groups demand into intent clusters, links them to qualified pipeline, and delivers 5 evidence-backed actions in a customer-ready audit memo.

Built for

See which intents produce qualified pipeline — and which pages waste it.

Get the top 5 actions to move pipeline this quarter, not just traffic.

Link HubSpot stages to organic demand with evidence-level confidence.

Stop guessing. See where real pipeline comes from — in one audit.

audit-memo · acmeco · Q2-2026
Delivered
§ 1 · Executive Summary

Hidden pipeline is concentrated in 3 intent clusters

Over 68% of qualified HubSpot pipeline in the last 90 days is most likely attributable to cluster [compare · vs competitor]. Two pages drive the majority. Method confidence: page-linked.

§ 2 · Top 3 hidden opportunities
Expand compare-cluster coverage0.82
Rebuild /pricing intent match0.71
Consolidate thin competitor pages0.66
§ 3 · Top 2 wasted-traffic risks
/blog/industry-news draws off-ICP traffic
Definition pages rank but don’t convert
Trusted by teams shipping real pipeline

Already in use at four B2B teams

Early adopters using Growpad to turn organic search into a pipeline decision system — not another reporting exercise.

Pilogo coming

PiTech Solutions

HubSpot · GA4

Mid-market B2B SaaS running inbound demand on HubSpot. Uses the Hidden Pipeline Audit to re-rank intent clusters before each quarterly plan.

active pilot · paid audit engagement
bIlogo coming

bitsIO

Search Console · HubSpot

Technical buyer motion with heavy organic traffic. Runs the Weekly Decision Brief to catch wasted-traffic risks early.

active pilot · paid audit engagement
Key Solutions — Comprehensive IT for Research

Key Solutions

keyusa.com
HubSpot CRM

Professional services meets SaaS. Uses cluster-level linkage to split qualified pipeline from brand traffic before reporting to the board.

active pilot · paid audit engagement
Crow Canyon Software

Crow Canyon Software

crowcanyon.com
Memo delivery

Enterprise workflows on Microsoft 365. Uses the audit memo as an exec-ready artifact — no dashboard needed.

active pilot · paid audit engagement

Every engagement is a white-glove pilot. Three paid audits delivered; pilots open for Q2 2026.

Chapter 01

The Pipeline Blind Spot

Why teams on HubSpot can see traffic but not the pipeline behind it.

The Problem & The Fix

Teams can see traffic.

Most B2B SaaS teams can't reliably answer which search intents create qualified pipeline, which pages attract junk traffic, or what to change next week. Growpad turns search into a decision system.

The pipeline blind spot

Traffic ≠ pipeline

You can see clicks, rankings, and leads — but not which search intents are actually creating qualified pipeline in HubSpot.

Junk pages go unchecked

High-ranking pages can still attract weak-fit traffic. Without cluster-level linkage, the waste is invisible.

Dashboards report, they don’t decide

GA4 and Search Console show what happened. They don’t tell you what to change next week — or how confident to be.

How Growpad decides

Intent clusters linked to pipeline

Deterministic clustering first, model enrichment second — then joined to HubSpot pipeline stages at the page, cluster, and cohort level.

Evidence bundles, not vibes

Every recommendation carries a confidence score and evidence level: direct, page-linked, cluster-linked, or weak inference.

5 ranked actions, not 50 ideas

Prioritized by (impact × confidence) ÷ effort. Customer-ready audit memo — method note and evidence appendix included.

Gap identifiedGrowpad closes it
GSC · HubSpot · GA4
Evidence-backed
Confidence-scored
Operator-reviewed
Workspace-isolated
Chapter 02

Watch An Audit Run

Sources in → clusters → evidence → 5 ranked actions → memo.

Headless decision engine · replayable end-to-end

Watch an audit run

8 stages. Deterministic where it matters, enriched where it helps.

~/project
zsh
8Audit stages
≤15mWarmed workspace
≤60mFirst-sync pilot
100%Replayable from raw
Request a pilot audit
Chapter 03

The Output

A customer-ready audit memo — executive summary, top opportunities, risks, 5 actions, evidence appendix.

How an audit works

Sources in. Decision memo out.

Chapter 04

Under The Hood

Four customer-visible features, plus the linkage engine and confidence model that back them.

Four customer-visible features.

Audit. Brief. Recommendation pack. Evidence appendix. Deterministic logic underneath.

Intent Clustering

Relevant search demand grouped into intent clusters — deterministic rules first, model enrichment second. Reproducible and auditable.

intent-clusters · 18 built

F1 — Hidden Pipeline Audit

One-time audit on 30–90 days of source data. Executive summary, top opportunities and risks, 5 actions, method note.

# Audit memo · acmeco · Q2-2026
## Executive summary
68% pipeline → 3 intent clusters...
## Top 5 actions
→ expand compare-cluster coverage
→ merge duplicate pages

F3 — Recommendation Pack

Every rec: title, why, action type, impact, confidence, owner, effort, evidence reference. Ranked by (impact × conf) ÷ effort.

R-01Expand compare-cluster coverage9.0
R-02Merge duplicate comparison posts7.4
R-03Re-target /pricing intent match6.8

Linkage Engine

Outputs at three levels: page-linked, cluster-linked, cohort-correlated. No unsupported person-level attribution — ever.

-- linkage: query → page → cluster → stage
q:“best x vs y” → /compare/x-vs-y
→ cluster:compare.competitor
→ HS stage: qualified_demo
evidence_level: page_linked · conf 0.82

F4 — Evidence Appendix

Cluster metrics, supporting pages and queries, confidence score, evidence level. A critic pass can reject, lower, or flag.

✓ R-01 passes critic · conf 0.82
✓ R-02 passes critic · conf 0.77
! R-03 confidence lowered → 0.66
✗ R-06 rejected · unsupported claim
⌁ R-08 flagged for human review
5 kept · 1 lowered · 1 rejected · 1 flagged

F2 — Weekly Decision Brief

Same output, recurring. Deltas, trend shifts, and updated top 5 actions — stable enough for repeatable weekly delivery.

▤brief-wk12.md3.1 KB
Δdeltas.json1.8 KB
§evidence/14 items
◈memo.pdf6.4 KB
Chapter 05

Who It's For

B2B SaaS teams on HubSpot with meaningful organic search and inbound demo motion.

Built for B2B SaaS growth teams on HubSpot

Three ways teams use Growpad

Turn organic search into a pipeline decision system — not another reporting exercise.

Opportunity

Surface the hidden-pipeline cluster you missed

Group organic demand into intent clusters and link them to qualified HubSpot pipeline — find the 3 that actually produce revenue.

Top 3hidden opportunities per audit
Risk

Catch wasted-traffic pages before the board does

Flag high-ranking pages that pull off-ICP visitors and never convert. Get two concrete risks per audit — with evidence.

Top 2wasted-traffic risks
Cadence

Turn audit into a weekly decision brief

Same output, recurring. Deltas and trend shifts tell you what changed this week and which of the top 5 actions to run next.

Every 7dwith deltas vs prior week

Want your first Hidden Pipeline Audit in 7 days?

Connect Search Console and HubSpot. We deliver an executive-ready audit memo with 5 ranked actions and an evidence appendix.

Request a Pilot Audit
Chapter 06

Our Beliefs

What we think “using AI for growth” should actually mean.

Four ideas that shape every design decision in Growpad — and the ones we'll be held accountable to.

01

Search should be a decision system, not a dashboard.

Traffic, rankings, and clicks are observations. A growth team needs decisions. Growpad exists to turn organic search into a weekly list of 5 things worth doing — ranked, evidence-backed, and explainable.

02

Say “most likely,” and mean it.

We never make deterministic person-level attribution claims. We say most-likely, attach a confidence score, and declare the evidence level: direct, page-linked, cluster-linked, or weak inference. If we can’t back a claim, we don’t make it.

03

Deterministic logic first. Models where they help.

Rules-based clustering and stage mapping come first — because they’re versioned, reproducible, and debuggable. Enrichment happens on top, never in place of, the deterministic layer. No raw API payloads to the LLM.

04

Every recommendation must cite evidence.

No evidence bundle, no recommendation. A critic pass can lower confidence, reject weak recs, or flag wording risk. Operators review before delivery. That’s how we earn the right to ship an audit as an exec-ready artifact.

Chapter 07

How It Stays Trustworthy

Deterministic logic, operator review, workspace isolation, and a critic pass before delivery.

No self-serve · no dashboard · paid pilots only

One offering. A decision you can ship against.

MVP is white-glove. You connect sources, we deliver the memo. Recurring cadence opens after the first successful engagement.

Paid Hidden Pipeline Audit
From $2,500
one-time · per workspace

Pilot pricing · white-glove onboarding · first memo in ≤7 days

Request a Pilot Audit

Launch criteria: 3 pilot workspaces · 14 days stable sync · ≥5 recs/wk

What's in the memo
  • Full audit memo (exec-ready, ~6–10 pages)
  • Top 3 hidden opportunities · top 2 risks
  • 5 ranked actions with impact × confidence ÷ effort
  • Evidence appendix with cluster metrics & method note
Not included in MVP: customer dashboard, self-serve onboarding, multi-touch attribution, or person-level causal claims.
Weekly Decision BriefAdd-on

Recurring version of the audit with deltas and trend shifts.

After first audit

Quarterly Planning PackOn request

Audit + 12-week rolling recommendation queue for growth planning.

Built on repeat engagement

See engagement details

Turn search into a pipeline decision system.

Pilots open for B2B SaaS teams on HubSpot. First audit memo in ≤7 days. Evidence-backed, operator-reviewed, ready for the board.

Request a Pilot AuditSee a sample memo
PS
Growpad

White-glove pilots · confidence-scored · made by AnythingAI