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Ian Goh framework

Growth Audit Framework

A focused audit for finding the binding growth constraint before adding more tactics or channels.

GrowthDex operator note

The framework

  1. Map acquisition, activation, retention, referral, and revenue evidence.
  2. Identify the largest drop, delay, or unsupported assumption.
  3. Separate channel problems from product, market, and measurement problems.
  4. Choose the smallest set of tactics that can disprove the current diagnosis.

Supporting topic hubs

Relevant advisory paths

Tactics to examine

Track buyer prompts across answer engines before scaling AI-search content

Create a prompt set by funnel stage, then measure mentions, citations, and rank by engine.

rareAI search, SEO, analytics

Close answer-engine citation gaps with partner-ready evidence pages

Find publishers that already win citations for buyer prompts and give them evidence-led page briefs.

epicAI search, partner marketing, earned media

Localize community answers where answer-engine mentions are missing

Use market-level citation monitoring to seed useful, locally relevant answers through community advocates.

rareAI search, Reddit, community

Package discovery pages with structured data that answers engines can classify

Add the schema type that matches the page intent, then monitor rich-result and organic outcomes.

uncommonGoogle Search, SEO, structured data

Turn instructional video into a searchable answer-engine surface

Expose video metadata and indexing signals so useful demonstrations can travel through search surfaces.

uncommonGoogle Search, YouTube, video

Give community advocates a weekly answer gap brief

Route the highest-impact unanswered questions to advocates with context, boundaries, and useful examples.

uncommoncommunity, Reddit, advocacy

Distribute reusable templates through creator remix loops

Publish a useful starting template and invite creators to remix it for their own audience and use case.

rarecreators, templates, social

Make event inventory legible to search and community discovery surfaces

Use event-specific structured data and clear venue, date, and availability fields on every listing.

uncommonGoogle Search, events, community

Ship a focused integration into a high-intent app marketplace

Use a marketplace listing as a distribution page, with a narrow use case, proof, and fast activation path.

commonapp marketplace, integrations, partner ecosystem

Use event inventory as a structured marketplace acquisition surface

Publish each event as a canonical listing with Event structured data and a direct ticket action.

uncommonmarketplace, Google Search, events

Put a marketplace offer inside a wallet discovery surface

Use wallet passes, reminders, or native discovery placements to bring an offer back at the moment of intent.

rareGoogle Wallet, travel marketplace, mobile

Add local payment methods before expanding a marketplace into a region

Map local payment preferences to the target market and measure authorization and conversion by method.

uncommonpayments, marketplace, international
Advisory bridge

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