Category structure
How the space is actually organized, and where a category boundary is contested rather than settled.
Service
A category, read as evidence rather than opinion.
Wider than a single competitor brief: category structure, positioning, pricing, capability and the gaps that have public evidence behind them. Still bounded by a decision, still honest about what public sources cannot show.
What it covers
Broad enough to see the field. Bounded enough to be useful.
Market Intelligence is not a generic “market research” document. It is scoped to a decision, and every observation keeps its source.
Competitor mapping
Who competes on what, and which comparisons buyers are actually making.
Positioning and messaging
The claims a category repeats, and the ones only one or two players make.
Pricing and packaging
Where publicly visible pricing converges, and where it diverges enough to matter.
Product and capability evidence
Documented, observable capability separated from marketing language.
Review and customer evidence
Patterns across public reviews, read as signal rather than proof.
Opportunity observations
Gaps with public evidence behind them — never invented whitespace.
Evidence gaps
What the public record cannot establish, named explicitly.
What a decision could look like
A comparison that refuses to flatten into checkmarks.
An evidence matrix keeps the state of each finding visible — verified fact, reasoned inference, or acknowledged unknown. The example below is illustrative.
| Dimension | Vendor A | Vendor B | Vendor C |
|---|---|---|---|
| Positioning of the core capability | FactLeads with the capability on the homepage; wording quoted and dated. | FactPositions it as a secondary benefit under a broader platform message. | InferenceCapability implied but not named directly; reading of adjacent copy. |
| Entry-tier pricing visibility | FactPublic price on the pricing page. | ContradictionPricing page and a docs page state different entry tiers. | UnknownNo public price; "contact us" only. |
| Documented API / integration depth | FactPublic developer docs with endpoints listed. | FactPublic developer docs; narrower surface. | InferenceMarketplace listing suggests integrations; depth not documented publicly. |
| Private adoption / churn | UnknownNot establishable from public evidence. | UnknownNot establishable from public evidence. | UnknownNot establishable from public evidence. |
A boundary we keep
No private competitor data.
Competitor findings come from lawful public evidence, and you can add your own context to sharpen the question. What we never do is imply access to confidential, private or non-public competitor information. Where a figure would require it, we mark it Unknown and say so — a defensible reading of the public record, not a confident guess dressed as insight.
Start a brief
Scope a market investigation.
A Two-Competitor Decision Brief is $150 at pilot pricing and delivered in 3 business days. Send the question — no call required.