Use case — B2B partner scouting

Scout the B2B review sites and trade blogs your partner program needs

B2B and SaaS partner programs live or die on niche authority: the trade blog a buyer subscribes to, the comparison site a procurement lead trusts, the review publisher a category is decided on. We pull your space from 120M+ classified domains and have an LLM read each site for B2B intent, decision-maker audience, and partner readiness — screened to your ICP.

Tens of thousands+
B2B partner-fit publishers a full run typically surfaces (estimate)
120M+
classified domains read for B2B intent and authority
500
qualified partners delivered free in your pilot
The job to be done

From a category to a scored list of B2B partner candidates

B2B partner discovery is hard because the best publishers are niche and unglamorous — a trade blog with 4,000 loyal readers who all buy your category. Consumer-scale traffic filters miss them entirely. We read for intent and audience, not raw reach. Six steps.

1

Pull the category universe

Your B2B space maps to our 120M+ classified-domain database. We pull every active site in scope — including niche trade blogs and single-operator comparison hubs no partner directory lists.

2

Detect B2B intent

The LLM reads whether the audience is businesses, not consumers — procurement language, industry terminology, buyer-guide and RFP-style content, and case studies aimed at teams.

3

Score niche authority

Depth on your category, named expert authors, and evidence the site is a reference in its trade — the signals that a partnership actually influences buying decisions.

4

Check partner readiness

We flag review and comparison formats, existing affiliate or partner links, and a partner or advertise page — tells that a program conversation will land rather than bounce.

5

Screen to your ICP & dedup

B2B fit sits on top of your ICP — category focus, tier coverage, independence. Vendor-owned pages and consumer-only sites are removed by the disqualifier set; canonical domains collapse duplicates.

6

Deliver a scored partner list

A deduplicated CSV with B2B-intent, authority and partner-readiness scores, so your partnerships team opens with the publishers most likely to move deals.

Who you're scouting

The B2B publisher types a partner program recruits

Each is expressed as required, preferred and disqualifying signals we screen for — written from a B2B partner manager's vetting logic.

B2B software review site

Publishers that rank for "best [category] software for business" and head-to-head enterprise comparisons. Buyers arrive mid-evaluation, comparing named tools — the highest-intent partner a SaaS vendor can hold.

Requires: B2B intent · category comparisons · SaaS focus
Prefers: pricing / tier breakdowns · partner page · affiliate links
Never: vendor-owned · consumer-only

Niche trade blog

Deep single-industry publications — logistics, dental practice ops, agency tooling. Small audiences, near-total buyer fit; a placement here reaches exactly the teams that purchase your category.

Requires: B2B intent · niche authority · editorial independence
Prefers: named expert authors · newsletter · fresh content
Never: spun AI filler

Comparison & directory publisher

Sites built around category roundups, "alternatives to [tool]", and structured comparison tables. High value for challenger vendors recruiting buyers actively shortlisting.

Requires: comparison content · B2B intent
Prefers: partner / advertise page · pricing breakdowns · affiliate links
Never: vendor-owned

Consultant / practitioner authority

Individual experts and boutique consultancies whose readers implement the tools they recommend. Vertical-SaaS advertisers convert well here because the audience is hands-on and trusting.

Requires: B2B intent · niche authority · practitioner voice
Prefers: case studies · newsletter · affiliate readiness
Never: consumer-only · spun AI filler
The instrument

B2B signals we screen — intent over traffic

A high-traffic consumer site is worthless to a B2B program; a small trade blog full of buyers is gold. These signals separate the two, each read from what the site publishes and shipped with a confidence score.

B2B audience intent Niche / trade authority Category / head-to-head comparisons Buyer guides & RFP-style content Pricing / tier breakdowns Case studies / whitepapers Named expert / practitioner authors Partner / advertise page present Affiliate / partner links present Newsletter to a business audience Editorial independence Vendor-owned / competitor site (disqualifier) Consumer-only audience (disqualifier)

Need a signal that isn't here — "covers enterprise tier", "publishes on a B2B marketplace too", "targets a specific job title"? Custom B2B signals are defined per engagement and calibrated the same way.

Worked example — B2B SaaS scouting run

A partner shortlist, in labeled estimates

An illustrative full run for a B2B SaaS vendor recruiting partner publishers in its category. Category and partner-fit yields are estimates extrapolated from our classification database; your pilot returns real domains and a projection tuned to your ICP.

0
classified domains as the source
0
B2B category domains (estimate)
0
partner-fit publishers (estimate)
0
delivered free in your pilot
120M+
classified domains
~580K
B2B category (est.)
~29K
partner-fit (est.)
500
free pilot slice

Reference engagement (a large-scale production run on our own classification platform): 30M dataset → 1.73M vertical domains → 1.2M ICP-screened → ~96% precision on a reviewed sample. B2B figures above are estimates, shown for illustration.

A note on confidentiality

The profile below is drawn from a real screening run. Because these are independent publishers, we follow standard confidentiality practice on public pages: domains are withheld and descriptions generalized, so the profile is intentionally not traceable to the site — including through a web search — which protects the publisher without changing the underlying data. Pilot and client deliverables carry the actual domains with every signal, so everything can be verified directly.

The deliverable

One row per partner candidate, scored for B2B fit

The CSV carries B2B-intent, niche-authority and partner-readiness scores alongside your ICP verdict and confidence on every field. Here is a single generalized row from a B2B SaaS scouting run.

Publisher B2B-08

An independent trade publication reviewing and comparing software for a specific professional-services niche.
B2B partner ICP · 91%
B2B intentBusiness audience, procurement language93%
Niche authorityDeep single-category archive90%
Comparison contentHead-to-head tables & buyer guides89%
Partner readinessAdvertise page + affiliate links85%
Named expert authorsYes87%
Vendor-ownedNo93%

Why intent beats traffic

A small trade blog whose entire audience buys your category outperforms a large consumer site with none. Scoring B2B intent and niche authority surfaces publishers that actually move deals, not just impressions.

Readiness shortens the cycle

Flagging an advertise or partner page and existing affiliate links means your team opens with publishers primed for a program, instead of pitching cold to sites that never partner.

Questions

B2B partner scouting — FAQ

How do you tell a B2B audience from a consumer one?
The screen reads for business intent: procurement and industry terminology, buyer guides and RFP-style content, case studies aimed at teams, and pricing framed around tiers or seats. Consumer-only audiences are a disqualifier, so a site aimed at shoppers is removed even when it mentions the same products.
Won't small trade blogs get filtered out for low traffic?
No — that's the point of scoring intent and niche authority rather than raw reach. A small trade blog whose entire audience buys your category is exactly what a B2B program wants. Traffic is reported through reproducible proxies, but it never gates the list on its own.
Do you remove competitor-owned comparison pages?
Yes. Vendor-owned sites are a disqualifier by default, so a competitor running its own comparison content is removed structurally rather than by hand. If you want to keep a specific class of publisher, we adjust the disqualifying set during calibration.
Can you scope to my exact B2B category?
Yes. We narrow the pull to your category — logistics tech, HR software, agency tooling, vertical SaaS — and calibrate the ICP against a reviewed sample before the full run. You only receive publishers writing for the buyers you actually sell into.
What's in the deliverable?
A deduplicated CSV, one row per canonical domain, with B2B-intent, niche-authority and partner-readiness scores, your ICP verdict, per-signal confidence, language and geo focus. It imports straight into a partner CRM or outreach stack.
What does the free pilot include?
The full pipeline configured for your category and ICP, stopped at the first 20 qualified partner publishers — free — plus a projected full-run yield and quotes. It is the fastest way to see real partners before committing to anything.

Build a B2B partner list scored on intent, not vanity traffic

The free pilot runs your category, screens for B2B intent and niche authority, and delivers your first 20 qualified partner publishers plus a full-run projection. No cost, no obligation.

Request a Free Pilot