LLenny's Podcast
← All frameworks
StrategyEthan Smith (Graphite)

Expected-Conversions Prioritization

Rank topics by search volume x topical authority x conversion intent, not by volume alone.

Difficulty
Moderate
Time to result
~weeks to results
Steps
4
Confidence
90%

With thousands of candidate topics, you need a way to sequence them. Ethan Smith multiplies three factors, search volume (or traffic), topical authority (can you actually compete), and conversion intent (does this traffic buy), to produce a prioritized list of topics by expected conversions. This stops teams from chasing high-volume topics they can't win or won't monetize.

Origin

Ethan Smith's prioritization model used on editorial SEO builds at Graphite.

Core principles

  • 01Volume without authority is unwinnable; volume without conversion intent is unprofitable
  • 02Topical authority determines where you can realistically compete right now
  • 03The output is a ranked list of topics by expected conversions, not raw traffic

How to run it

  1. 1

    Build the topic universe with volumes

    Scrape competitors via ahrefs/semrush to assemble all topics in your market sorted by search volume or traffic (e.g. 10,000 food topics).

  2. 2

    Score topical authority

    For each topic assess how competitive you can be given your existing authority and adjacency to what you're already known for.

  3. 3

    Score conversion intent

    Estimate how well each topic converts (e.g. fluid vs comics vs photography convert differently), because traffic value varies enormously by topic.

  4. 4

    Multiply and rank

    Multiply volume x authority x conversion intent to get expected conversions, then work the list top-down.

    Watch out A high-volume topic you can't rank for, or that never converts, sinks to the bottom despite looking attractive.

In the wild

10,000 food topics prioritized

Starting from zero knowledge of food, Graphite pulls competitors' pages and keywords, sorts 10,000 topics by volume, layers in where they can compete (topical authority) and how each converts, producing a ranked list.

A prioritized backlog of topics by expected conversions instead of a naive volume-sorted list.

Common mistakes

Prioritizing by search volume alone

High-volume topics you lack authority to win, or that don't convert, waste writing budget while winnable, converting topics go unbuilt.

Ignoring conversion intent

Ranking for large but commercially irrelevant topics drives traffic that never turns into revenue.

Is it for you?

Best for

Growth and SEO leads sequencing a large content backlog under limited budget

Not ideal for

Very small topic universes where sequencing barely matters

From the transcript

we have 10 000 food topics sorted by search

37:00

then we want to look at conversion intent how does fluid versus Comics versus photography convert

37:00

then we have a prioritized list of Topics by expected conversions

37:30

From the episode

The ultimate guide to SEO

Ethan Smith (Graphite)