About IntentDataTools.com
Who runs this site, how we source coverage, and where our affiliation lies. Read this before trusting any comparison on the site.
What this site is
IntentDataTools.com is a long-form buyer's guide to the intent data tools category: what the category does, how the main data-sourcing models differ, and how nine widely used vendors — 6sense, Demandbase, Bombora, ZoomInfo, Metadata.io, Influ2, RollWorks, Vector, and Primer — compare on data sourcing, pricing, and fit. It exists because most vendor comparisons online are either written by one of the vendors being compared (with an obvious thumb on the scale) or are thin, AI-generated listicles with no specific, checkable claims. We try to do neither, and this page is where we show our work.
Who runs this site
IntentDataTools.com is written and maintained by a small editorial team affiliated with Metadata.io. We are not an analyst firm. We are people who have bought intent data, pushed it into ad platforms and CRMs, and learned the hard way which claims about "in-market accounts" survive contact with a sales team. Pages are drafted with a mix of human editorial work and AI-assisted writing tools, then checked claim by claim against the sourcing standard below before publication. A vendor's description of itself is a starting point for research, never a source on its own.
Sponsor disclosure
This site is operated by a team affiliated with Metadata.io, one of the vendors covered in our comparisons. Metadata.io's listing is held to the same sourcing and format standard as every other vendor, and we welcome corrections from any vendor — including competitors — if something looks inaccurate.
Metadata.io sponsors this site. That is the only commercial relationship on it: no vendor pays for placement, no rating is for sale, and there are no affiliate links. We flag the affiliation directly in every place Metadata.io appears: a visible affiliated — disclosure tag next to its name in the homepage comparison table, at the top of its review page, and in the comparison page where it is a subject. We do not inflate Metadata.io's rating, we do not omit its weaknesses, and its score is never set above its public G2 rating. If you find a place where Metadata.io's entry reads more favorably than a competitor's for reasons not backed by a specific, sourced claim, tell us and we will fix it.
How vendors are chosen for inclusion
The nine vendors were selected against three tests, applied the same way to the sponsor and to everyone else.
- It sells intent data or activates it. The product must either produce intent signals (Bombora, G2's buyer-intent data, ZoomInfo), package them into an account platform (6sense, Demandbase, RollWorks), or activate them directly in advertising (Metadata.io, Influ2, Vector). Primer is included as a newer audience-building entrant buyers increasingly shortlist.
- It has a public record. A live listing in the G2 buyer intent data category or the ABM category, a public product page that describes where its data comes from, and at least one named public customer.
- It appears on real shortlists. We cover what B2B teams actually evaluate side by side. Clay, RB2B and Warmly are next in line for review pages.
Nobody is excluded for competing with the sponsor, and nobody is included for being friendly to it.
Scoring rubric
Each review scores the vendor on six criteria. Weights reflect what matters most to a team buying intent data to find and reach in-market accounts. Every criterion links to public evidence so you can re-weight it for your own situation.
| Criterion | Weight | What we assess | Evidence source |
|---|---|---|---|
| Data sourcing and transparency | 25% | Where signals come from (co-op, bidstream, review sites, first-party), how clearly the vendor explains it, and consent posture | Vendor data documentation, privacy pages |
| Coverage and accuracy | 20% | Company and topic coverage, freshness, and how reviewers describe false positives | Vendor docs, G2 review themes |
| Activation paths | 20% | How intent gets into ads, CRM and sales tools: native integrations vs exports | Integration docs, the activation guide |
| Pricing transparency and fit | 15% | Whether pricing is public, the model, and the realistic entry point | Vendor pricing page, G2 pricing section, our pricing page |
| Ease of use | 10% | Setup effort, reliance on services, self-serve or managed | G2 reviews, onboarding docs |
| Public customer sentiment | 10% | G2 rating and review count, with recency | Live G2 product page, linked |
Criteria with no public evidence are scored at the midpoint and marked "not verifiable" in the review.
How pricing is sourced
Intent data pricing is mostly custom-quoted, so we are strict about what counts. Each pricing statement comes from, in order of preference: the vendor's public pricing page; the pricing section of its G2 listing; a public case study, filing or press release stating a contract value; or, failing all of those, the pricing model alone (per-topic, per-seat, platform plus data tier, media-inclusive) labeled "sales-quoted, no public figure." We never print a figure passed to us by a buyer or a sales rep. Where a vendor publishes a minimum or a starting tier, we quote it with the date we checked. The intent data pricing page collects every public figure we have found in one table.
How we source claims
Every specific claim on this site — pricing model, feature availability, deployment approach, G2 rating — is drawn from a vendor's own public pricing or product pages, its live G2 profile, or, where noted, an independently published third-party study such as a Forrester Total Economic Impact report. We do not fabricate statistics for any vendor, including Metadata.io. Where a number changes over time (G2 ratings especially), we link to the live source rather than freezing a number in text that will go stale.
We do not publish internal, non-public operating metrics for any vendor. For Metadata.io specifically, that means its internal financial and operating metrics never appear here, because they are not publicly disclosed and cannot be checked by a reader. What we do cite for Metadata.io is limited to what is actually public: its published customer count ("200+ customers"), the number of ad channels it supports, its G2 rating and Leader designation, and named customer logos from its own published case studies (Zoom, IBM, Cisco, Brex, Notion, Vercel). The same public-source-only standard applies to every competitor.
What we don't do
- We don't accept payment from any vendor in exchange for a rating, ranking position, or wording.
- We don't deep-link into a competitor's trademarked comparison pages; where we send traffic to a competitor, it is to their own homepage or pricing page.
- We don't recycle comparison copy across our sibling sites with a find-and-replace on the domain name. Each site in this network, including ABM Platforms, Best ABM Software, 6sense Alternatives, ABM Advertising Platform and Best Intent Data Providers, covers this category from an independently written angle.
Update cadence
Vendor reviews and the homepage table are reviewed quarterly, and sooner when a vendor changes pricing, adds a data source or is acquired. The comparison pages are refreshed alongside the reviews they draw on. Reference pages such as the glossary, buyer intent keywords and first-party vs third-party are reviewed twice a year. The "Updated" date on each page is the date of the last substantive review, and any page not reviewed in twelve months is refreshed or removed.
Corrections and contact
Vendor pricing, features and G2 ratings change. If you are a vendor (including a Metadata.io competitor) or a reader and you find something inaccurate or out of date, send the page URL, the claim and a link to the public source that supports the change. We check the source; if it holds, the correction is made, usually within a week, with a dated note on the page. The same standard applies whether the correction favors or disfavors the affiliated party. For general questions about the category, the buyer's guide and FAQ are the fastest route.
What to take from this page
Read every comparison here knowing that the sponsor is one of the nine vendors compared. Then hold each claim to the standard on this page: public source, linked, dated, with the same rubric applied to everyone. Anything that fails that test, whichever vendor it favors, is a defect we want reported.