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SWOT built from data, not opinions

A classic SWOT is a team’s opinion about itself. Segmentable assembles one from outside data: what the market says about you and your competitors, where the real threats sit and which opportunities nobody has taken. Every cell clicks through to its source.

Brief in 10 minutes · assembly in ~2 hours · every number clicks through to its source

A SWOT analysis lays a company’s position out across four fields — strengths, weaknesses, opportunities and threats. It is the most widely used strategy frame in the world, and also the most widely abused one, because almost nobody feeds it anything but the room’s own opinions.

The failure mode is easy to recognise. Strengths list what the team is proud of, weaknesses list what it already planned to fix, opportunities restate the current roadmap, and threats name the one competitor everybody mentions. Nothing in the exercise can surprise anyone, so nothing in it changes a decision.

Segmentable builds the same four fields from collected market data. Strengths and weaknesses come from how your materials and reviews compare with competitors’; opportunities come from needs the category leaves unserved; threats come from player movement and market forecasts. The frame stays familiar — what changes is that each cell carries evidence.

What you get

Four fields with evidence

Each cell derived from collected data, with click-through to the material behind it.

Strengths that survive comparison

Not what you like about yourself, but what you actually hold against named competitors.

Weaknesses the market names

What customers complain about in your category, including where it applies to you.

Opportunities with a size

Unserved needs and channels with capacity left — with an estimate of what they are worth.

Threats from real movement

Player entries, positioning shifts and demand trends rather than a generic risk list.

Link into strategy

The SWOT feeds the go-to-market scenarios instead of ending as a standalone slide.

How it works

  1. Give a link or a short brief

    Your site is enough — the system identifies the category and the players itself.

  2. The system collects the evidence

    Competitor materials, reviews, sources and market signals become the input for all four fields.

  3. You get a SWOT you can defend

    Every cell opens into the data behind it, so “where is that from?” has an answer.

What it looks like inside

Real product screens, not mockups.

Analysis dashboard
Analysis dashboardSWOT sits alongside the other layers rather than in a separate file.
Evidence base
Evidence baseAny statement opens into the source it was derived from.

Who it is for

Manager handed an idea from above

You need a reasoned answer by a date, and “I think” will not carry the room.

A similar situation →

Marketing director before the board

The frame has to hold up when someone asks where a threat estimate came from.

A similar situation →

Corporate new-business lead

A committee will check the reasoning, so the analysis has to be checkable.

A similar situation →

Compare the options

SegmentableBy handAgencyChatGPT
InputCollected market dataThe room’s opinionsDesk research plus interviewsModel memory
Time~2 hoursA workshop2-4 weeksMinutes
VerifiabilitySource behind every cellNonePartialNone
Feeds strategyYes, wired into scenariosUsually notSometimesNo
Your step

Start with one Explore run

A SWOT built from data comes as part of the market model: segments, competitors, needs and the evidence base behind them.

from $79 · we set it up with you

Frequently asked questions

Is this a template or an actual analysis?

An actual analysis. A template hands you four empty boxes; here the boxes arrive filled from collected market data, and you can open the evidence behind each statement.

What data goes into the four fields?

Competitor materials and positioning, customer reviews, industry sources, demand signals and market forecasts. The exact source list is visible in the report.

Do we still need a workshop?

A short one, and it becomes useful: instead of generating the content, the team argues with evidence and decides what to do about it.

How is this different from asking a chat for a SWOT?

A chat produces a plausible-sounding SWOT for any company in seconds and cannot show you where a single line came from. The difference is not speed, it is whether the result survives the question “where is that from?”.

How much does it cost to start?

A one-off Explore run starts at $79 and includes the SWOT along with segments, competitors and channels. Dollar checkout is not open yet, so we set the first run up with you directly.

Can it be refreshed later?

Yes. The project stays live, so a re-run shows which threats and opportunities actually moved instead of producing a new document from scratch.

Segmentable

Try it on your own market

Describe your product or just give us a link to your site — the system will collect the data and answer the question behind your task.

Not ready yet? See what a live result looks like →

Related tools

Glossary

SWOT
A way to lay out a company’s position across four fields: strengths, weaknesses, opportunities and threats.
Open market data
The public traces every market leaves: company websites and materials, customer reviews, job postings, media coverage, catalogues. We collect only what is available to anyone online.