Lead Databases · Review

Diffbot Review: A Knowledge Graph Built From the Open Web

Diffbot fits teams that want structured web data through one APIIn this Diffbot review, Free returns a 429 Quota Exceeded response once it hits 10,000 credits or the rate limit, read on Oct 4, 2026, and the first paid plan, Startup, is $299 a month, read on Sep 25, 2026.

33 public reviews as of Sep 2026 · same 5-dimension grid for every scored tool · Scores last recalculated on Oct 16, 2026

A general-purpose tool: the public review count covers every use; tagged reviews about other uses are left out of its scores.

Try Diffbot See pricing

Every score on this page validated by the site owner · latest validation Oct 16, 2026 · How we score

7.7
OUR SCORE / 10
No tagged review counts: scored from the averages of the tools we score
lead databases tools we score
$299 /mo No free trial stated Read on the vendor's pricing page on Sep 25, 2026
Diffbot in three sentences

Diffbot is a web-data extraction and knowledge graph platform that delivers structured data through an API, per its homepage read on Sep 25, 2026. Its monthly plans are Free at $0 with 10,000 credits, Startup at $299 with 250,000 and Plus at $899 with 1,000,000, and Enterprise lists a custom credit allotment, read on Sep 25, 2026. No tagged review counts exist for it, so this Diffbot review states the vendor's facts and sets no sentiment claim.

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Price

What it costs

Four plans. Every figure read on the vendor's pricing page on Sep 25, 2026.

Diffbot pricing in US dollars, monthly billing
Spotted a change? Tell us
Free
$0 /mo
Credits / month
10,000
Rate limit
5 / min
Choose Free
Startup
$299 /mo
Annual price not published
Credits / month
250,000
Rate limit
5 / sec
Choose Startup
Plus
$899 /mo
Annual price not published
Credits / month
1,000,000
Rate limit
25 / sec
Choose Plus
Enterprise
Quote
Annual price not published
Credits / month
Custom
Rate limit
25+ / sec
Choose Enterprise
What changed since we last lookedOnly what we read ourselves, dated
Sep 25, 2026
Prices read

Prices read on the vendor's page: Free $0, Startup $299 and Plus $899 a month.

Oct 16, 2026
Scores recalculated

Scores set with no tagged review counts; global score 7.7.

Features

What you get, what you don't

Six things Diffbot does. None of the six is missing on the vendor's pages.

ExtractStructured JSONSingle URL to structured JSON
CrawlSite-wide extractionThousands of pages from one seed URL
Natural LanguageEntity resolutionEntities, relationships, facts, sentiment
Knowledge Graph10B+ entitiesPublic-web graph of companies, people, news
Web SearchBuilt inAd-free search API, built for self-hosting
API accessFree tier included10,000 credits/month free, no card required
Does it fit your stack?Read on the vendor's public pages between Sep 25 and Oct 4, 2026 · "Not published" means the vendor does not say
Integrations
What connects, and how
  • Microsoft ExcelNative
  • Google SheetsNative
  • CDataNative
  • MakeNative
Security & compliance
What your IT team will ask
  • Data hostedUS
  • GDPR data processing agreementAvailable
  • SOC 2 reportNot published
  • Single sign-onNot published
Support
Channels, hours, and what reviewers say
  • ChannelsEmail
  • HoursNot published
  • PhoneNot published
  • Tagged reviewsNone discuss support
Evidence

The data behind the score

Our five scores against the average of the tools we score.

DiffbotAverage of the tools we score
DimensionScorevs averageRead as positive
Ease of setup
8.4
0.0
None discuss it
Feature depth
7.5
0.0
None discuss it
Value for money
8.3
0.0
None discuss it
Support quality
7.3
0.0
None discuss it
Data qualityCategory dimension
7.1
0.0
None discuss it

How we score

Fit

Should you buy it?

Name your dealbreaker. No profile is scored on its own yet: too few tagged reviews per profile, so the page shows the overall score.

Your dealbreaker
7.7all reviewers

Buy it if You want structured data from web pages and a Knowledge Graph through one API, with a Free plan at $0 a month that needs no credit card. Skip it if You want a paid plan priced under $299 a month, or a support channel beyond email.

Before you signEach question comes from a weakness this page names

Questions to ask the vendor

  1. What happens to requests once Free reaches 10,000 credits?A 429 Quota Exceeded response comes at 10,000 credits or the rate limit, read on Oct 4, 2026.
  2. How many credits does one extraction or one query use?Plans are sized in credits a month, 250,000 on Startup and 1,000,000 on Plus, read on Sep 25, 2026, and this page holds no credit cost per call.
  3. Which plan adds Crawl and extra user seats?Plus lists access to Crawl with 25 active crawls and 3 user seats, read on Sep 25, 2026.
  4. What is the overage rate beyond the monthly credits?Startup lists $0.001 per credit and Plus $0.0009 per credit, read on Sep 25, 2026.
Alternatives

If Diffbot isn't it

Three tools we score in this category. Each card names where the tool is weaker. The highest-scored tool that covers a dealbreaker above is always among them. Free plan cap and Price level have no card: we hold no published fact that shows another tool here does better. Click a card, or a name below, to put it next to Diffbot.

Tomba
If support channels are why you're leaving
8.6+0.9 vs Diffbot
$89 /moNo free trial stated
Read on the vendor's pricing page between Sep 26 and Oct 3, 2026
  • Support by chat and email; Diffbot's support page lists email
  • Free plan and trial draws 3 negative mentions in its reviews
Our review Try
BuiltWith
If you want technology profiles of websites
7.6−0.1 vs Diffbot
$295 /moNo free trial
Read on the vendor's pricing page between Sep 25 and Oct 4, 2026
  • Technology trend history back to 1985
  • Data accuracy draws 2 negative mentions in its reviews
Our review Try
People Data Labs
If you want person and company enrichment through an API
7.4−0.3 vs Diffbot
Scored on 3 tagged reviews: weighted toward the site average
From $98 /moNo free trial
Read on the vendor's pricing page between Sep 26 and Oct 3, 2026
  • Custom data feeds delivered via AWS, GCP or Snowflake
  • Billing and renewals draw 1 negative mention in its reviews
Our review Try
Side by side

Diffbot vs Tomba

Compare Diffbot with
Diffbot Tomba BuiltWith People Data Labs
Our score
7.7*
8.6
7.6
7.4*
Price and plan
Entry price$299 /mo$89 /mo$295 /moFrom $98 /mo
Free planFree planFree planFree planFree plan
Free trialNo free trial statedNo free trial statedNo free trialNo free trial
Four dimensions, same grid
Ease of setup
8.4*
9.3
7.4
8.2*
Feature depth
7.5*
8.6
8.3
7.5*
Value for money
8.3*
7.6
7.8
6.9*
Support quality
7.3*
7.9
6.6
6.7*
Fit
IntegrationsExcel, Google Sheets, CData, MakeHubSpot, PipedriveSalesforce, HubSpotSalesforce, Zapier
Support channelsEmailChat, emailPhone and emailEmail / ticket form
Main strengthStructured JSON from URLsEmail finder with verificationWebsite technology lookupPerson and company enrichment APIs

Tomba lists AI company search from a plain-language description and REST access with 10 SDKs, read on Oct 3, 2026.

Same five-dimension grid for every tool; the fifth dimension changes with the category and stays out of this table. Prices and integrations read on each vendor's public pages between Sep 25 and Oct 4, 2026. * Under 10 tagged reviews: the score is weighted toward the site average; with none, it comes from the averages of the tools we score.

In depth

What the vendor's pages say, in depth

Extraction

Diffbot turns a single URL into structured JSON, and can crawl a whole site

The vendor lists classifying and extracting structured JSON from a single URL, read on Sep 25, 2026. It also lists a crawl that walks an entire site from one seed URL and extracts thousands of pages into one structured dataset, read on Sep 25, 2026.

A natural language API resolves entities, relationships, facts and sentiment from plain text, read on Sep 25, 2026. This page holds no accuracy figure for any of these APIs, and no tagged review counts to draw one from.

Graph

The Diffbot Knowledge Graph covers over 10 billion entities

The vendor describes the Knowledge Graph as a graph database of over 10 billion entities, among them news organizations and people, crawled and structured from the public web, read on Sep 25, 2026. Structured queries run against it for companies, people and news, read on Sep 25, 2026.

A web search API without ads or telemetry is listed as well, built for self-hosting and API access, read on Sep 25, 2026. This page holds no refresh frequency for the graph, so it says nothing on how current a record is.

Plans

Diffbot pricing lists Free, Startup at $299 and Plus at $899 a month

Free is $0 a month with 10,000 credits a month, Startup $299 a month with 250,000 credits and Plus $899 a month with 1,000,000 credits, read on Sep 25, 2026. Enterprise lists a custom credit allotment, with a quote after talking to sales, read on Sep 25, 2026.

Past the monthly credits, Startup lists an overage of $0.001 per credit and Plus $0.0009 per credit, read on Sep 25, 2026. Plus also lists access to Crawl with 25 active crawls and 3 user seats, while Enterprise lists 100+ active crawls and custom user seats.

Free

Free is $0 a month with all four APIs and no credit card

Free lists 10,000 credits a month with all four APIs included, read on Sep 25, 2026. Signing up for Free does not require a credit card, and payment details are added only when upgrading, read on Oct 4, 2026.

Billing is a monthly subscription that can be cancelled at any time, with no charge for the following month, read on Oct 4, 2026. Startup lists all four APIs included as well, read on Sep 25, 2026.

Integrations

Add-ins for Excel and Google Sheets sit beside CData and Make

Native integrations are listed for Microsoft Excel, Google Sheets, CData and Make, read on Oct 4, 2026. Support is listed by email, for technical and implementation help, read on Oct 4, 2026.

Stored data is kept on encrypted services located in the US, and a Data Processing Addendum incorporating EU Standard Contractual Clauses is available, read on Sep 25, 2026.

Questions

Before you commit

The vendor describes the Diffbot Knowledge Graph as a graph database of over 10 billion entities, among them news organizations and people, crawled and structured from the public web, read on Sep 25, 2026. This page holds no refresh frequency for it, and no tagged review counts to draw one from.

Yes, there is a free tier: Free is $0 a month with 10,000 credits, and signing up does not require a credit card, read between Sep 25 and Oct 4, 2026. Paid plans start with Startup at $299 a month, and Enterprise is a custom quote, read on Sep 25, 2026.

The vendor lists extracting structured JSON from a single URL and a crawl that walks an entire site from one seed URL, read on Sep 25, 2026. This page holds no test across different sites, so it makes no claim on which sites an extraction handles.

Diffbot delivers its data through an API, and also lists Microsoft Excel and Google Sheets integrations, read on Oct 4, 2026. The pricing page addresses teams with steady, heavy usage, and Plus lists 3 user seats, read on Sep 25, 2026.

This page holds no accuracy figure for Diffbot, on any type of page, and it has no tagged reviews to draw one from. A rate belongs to the page that measured it, on that page's own sample. What the vendor lists is structured JSON from a single URL, read on Sep 25, 2026.

Native integrations are listed for Microsoft Excel, Google Sheets, CData and Make, read on Oct 4, 2026. This page holds no setup time for any of them, so it sets no verdict on how easy the connection is.

Where to go next

Affiliate linksThis page contains affiliate links: some vendors pay us a commission when you subscribe through their Try button. Scores come from public user reviews, on the same grid for every scored tool. Affiliate disclosure