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Market intelligence tool reviews

Individual tool reviews that explain who each product fits, which signals it covers, where the workflow is strong, and what buyers should verify before paying. Every review scores the tool against our four-pillar methodology. Reviews are published as testing completes.

Each review is researched and written by Jan Suski, against the same four pillars used in the rankings. Vendors don't pay to appear. That's six years of SEO and link building for tech companies. Past a dozen of them bought the work ghostwritten, several hundred articles run under someone else's name. Under my own name: Surfer, Brand24, and Senuto.

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MCP tool reviews

Model Context Protocol support is now part of what this site tracks. Each review below covers one vendor-published MCP server, checked against the full 75-tool MCP database this site maintains.

Browse the full MCP database →
AlphaSense MCP2 MCP tools, still in betaAI-assistant connector for AlphaSense Generative Search and Deep ResearchAmplemarket MCP12 named MCP toolsAI-assistant connector for Amplemarket sales and enrichment dataBookYourData MCP0 official MCP serversthree workarounds for getting BookYourData contacts into ClaudeBrand24 MCP5 insight categories in the MCP serverAI-assistant connector for Brand24's live mentions, sentiment and events dataBright Data MCP69 tools across 11 groupsAI-assistant connector for Bright Data's web scraping and proxy infrastructureCapsule CRM MCP4 record types Claude can createAI-assistant connector for Capsule CRM's contacts, pipeline and project dataClay MCP17 tools per Composio and ScalekitAI-assistant connector for Clay lookups, Functions and rep credit budgetsDataForSEO MCP4 MCP tools, down from 89 in v2AI-assistant connector for DataForSEO's SERP, keyword and backlink APIsFactSet MCP24 MCP tools on one endpointAI-assistant connector for FactSet estimates, ownership and pricing datafolk CRM MCP16 named MCP toolsAI-assistant connector for folk's contacts, notes, interactions and dealsLeadfeeder MCP40 MCP actions at launchAI-assistant connector for Leadfeeder visit data and six plugin skillslemlist MCP70 documented MCP toolsAI-assistant connector for lemlist campaigns, leads and enrichmentLusha MCP22 documented toolsAI-assistant connector for Lusha's contact and company dataSeamless MCP54 toolsAI-assistant connector for Seamless.AI's contact and company dataSurfer MCP4 tool categories in the MCP serverAI-assistant connector for Positive Surfer content editor and AI Tracker data

Nothing matches that. Press Escape to clear the box.

109 of 241 reviews are published. The remainder are in research.

Published reviews

SEO

Positive Surfer$15M ARR at acquisitionon-page scoring and AI citation trackingSimilarweb$37.8K median contractweb traffic intelligenceSemrush$1.9B Adobe dealSEO and search visibilityRaven Tools$39 starting monthly priceSEO reporting and rank trackingDataForSEO$0.0006 per SERP taskpay-per-request SERP, keyword and backlink data APIClearscope$129 starting monthly priceSERP-driven content gradingNeuronWriter$23 starting monthly priceSERP-driven content editor and AI writerScalenut3.2 real Trustpilot score vs 4.8 quotedAI content drafting and GEO/AI-visibility trackingAdvanced Web Ranking2002 foundedkeyword-unit rank tracking and AI search visibilityAgencyAnalytics$20 per client monthly (Core plan)white-label client reporting dashboards for agenciesAccuRanker$224 per month, Professional on annual billingdaily rank tracking for agencies, plus AccuLLM AI visibilitySISTRIX€119 per month plus taxes, Start planVisibility Index history and DACH-first SEO dataMarketMuse27 inventory metrics scored per pagewhole-site content inventory and patented topic-modeling Content Score

Sales intelligence

ZoomInfo321M business contactsB2B contact databaseApollo.io240M contacts in databaseprospecting and outreachLusha280M+ direct dialscontact data lookupsAmplemarket$600 per month entry planAI sales engagementLinkedIn Sales Navigator40+ search filtersB2B prospecting on LinkedInWoodpecker$7 per 100 contacted prospectscold email and LinkedIn outreachlemlist650M+ leads databasemultichannel sales outreachSeamless.ai1.3B+ verified contactsreal-time contact search engineRocketReach700M+ professionalsunlimited-lookup contact and email finderLeadIQ750M+ contact recordsChrome extension prospecting and CRM enrichmentWiza850M+ verified B2B contactsreal-time LinkedIn Sales Navigator prospectingClay200+ marketplace data providers waterfalledAI enrichment and outreach orchestrationFullEnrich$29 for 500 credits, unlimited userswaterfall email and mobile enrichment across 20+ providersBookYourData$99 for 250 pay-as-you-go creditspay-as-you-go B2B contact databaseData Axle$99 a month for Salesgeniebusiness and consumer lists, Salesgenie and data APIs

CRM

Attio$0 for up to 3 seatscustom-object CRM with API and MCP access on every planFolk CRM$24 per seat monthly, billed yearlyrelationship CRM built on Gmail, LinkedIn and WhatsApp captureCapsule CRM$18 per user monthly, billed annuallycontact and pipeline CRM for small teamsZoho CRM$0 for up to 3 userscustomizable CRM with Zia AI agents and 1,100+ integrationsInsightly$29 per user monthly, billed annuallyCRM that turns won deals into projectsOnePageCRM$9.95 per user monthlyaction-focused sales CRM with one Next Action per contact

Company data

TinyFish81.9% hard-task accuracy, Online-Mind2Webweb agent API for authenticated browsingBright Data400M+ residential IPsweb data collection at scaleD&B Hoovers330M+ company profilescredit-risk and sales intelligence dataOpenCorporates192M+ companies, 140 jurisdictionsopen registry dataCrunchbase4M+ private company profilesstartup and funding data

Technographics

BuiltWith673M+ websites trackedtech stack detection

B2B and ABM

6sense$55K median contractaccount-based marketingDemandbase$68.6K median contractaccount-based marketing with a native advertising DSPZenABM$59 starting monthly priceLinkedIn ad engagement and ABM stage scoringCognism10M+ phone-verified contactsB2B contact and intent dataLeadfeeder€79 per month, Discover annualcompany-level website visitor identificationRB2B$79 per month, Starterperson-level website visitor identification for US traffic

Procurement

Coupa$95.6K median contractbusiness spend management suiteJAGGAER$1.6B 2019 Cinven dealsource-to-pay suiteThomasnet1.4M active buyersindustrial supplier sourcing

Supply chain

Everstream Analytics20B+ signals processed dailypredictive supply chain risk monitoringInteros$1B valuation, 2024supplier risk mappingPanjiva2B+ shipping recordsglobal trade dataVolza$1,500 a year, entry planself-serve customs trade dataBlue Yonder20B+ AI predictions dailysupply chain planningKinaxis$548M FY2025 revenueconcurrent supply chain planning

Financial data

AlphaSense$4B valuation, 2024financial research searchFactSet95% client retention, 43 yearsfinancial data and analyticsLSEG£43.4B market cap, Aug 2026exchange and market data group

Real estate

Cherre$3.3T assets managedreal estate data platformCotality99% of US parcels coveredproperty data and analytics

Retail and pricing

Competera$60B revenue under managementprice optimizationNIQ (NielsenIQ)122T data recordsconsumer purchase dataCircanaretail sales measurementGfK180M+ products trackedtech and durables sales trackingPricefx$645B customer revenue managedB2B pricing, CPQ & rebate managementPrisync60 countries servedecommerce competitor price tracking

Customer feedback

G2 Market Intelligence$28,000 median contract, Vendrsoftware review market dataMedallia2,000+ companies using itexperience managementUserTesting$41,200 median contract, Vendrvideo-based remote user testing

Pharma

IQVIA93K employeeshealthcare data and analyticsCortellis325K clinical trials trackedregulatory intelligenceGlobalData2,000 in-house expertsindustry analyst research

Automotive

S&P Global Mobility$1.6B revenue, fiscal 2024automotive data and softwareJATO Dynamics800+ experts in 50 countriesvehicle specs and pricing

Oil and gas

Enverus5.45M wells trackedin Enverus PrismEnergy Aspects500+ companies advisedenergy market research

Recruitment

LinkedIn Talent Insightslabor market analyticsRevelio Labspublic workforce dataHorsefly Analyticsgeographic talent market intelligence

Competitive intelligence

Crayon$20K enterprise floorcompetitive intelligenceKlue$30K median contractcompetitive enablementContifymarket and competitor news trackingSpyFu$29 starting monthly pricecompetitor SEO and PPC research
Brandwatch$50K median contractsocial listeningExploding Topics1.1M trends trackedtrend discoverySprinklr$129K median contractunified CXM platformBrand24$199 starting monthly pricebrand mention monitoringSprout Social4.4/5 G2 ratingsocial management and listening

Mobile and telecom

Omdia400+ analysts, 150 marketstechnology analyst researchOokla55B+ speed tests runinternet speed testing

Ecommerce analytics

Hotjar5% of free-plan sessions capturedheatmaps and session recordingTriple Whale$219 a month at the lowest GMV bandDTC ecommerce attribution

AI research

Consensus220M+ papers indexedAI academic search engine with a yes-or-no Consensus Meter

In research

Adobe Analytics · Ahrefs · Alibaba.com · Amadeus Demand360 · Amplitude · Arkestro · ATTOM · Awario · BatchData · Beroe · Bloomberg · Bombora · Breeze Intelligence · Browserbase · Bureau van Dijk · Chattermill · Contentsquare · Coresignal · CoStar · Counterpoint Research · Craft · Crexi Intelligence · CustomerGauge · Datos · Descartes Datamyne · Duetto · E2open · East Daley Analytics · EcoVadis · EDITED · Eightfold AI · Evaluate · Exiger · Fairmarkit · Fibbler · Firecrawl · Frase · Fullstory · GEP · Glew · Glimpse · Globality · Gong · Google Alerts · Google Analytics 4 · Google Trends · GSMA Intelligence · Heap · HG Insights · hireEZ · IEEE GlobalSpec (Engineering360) · ImportGenius · ImportYeti · Instantly · IntegrityNext · Intelligence Node · Intricately · Ivalua · Keelvar · Kompyte · Levelpath · Lightcast · Lighthouse · Littledata · MarkLines · Meltwater · Microsoft Clarity · Mixpanel · MixRank · Mobility Market Intelligence (MMI) · Moody's Analytics · MSCI · MSCI Real Assets · Nimble · Northbeam · Numerator · o9 Solutions · Omnea · Opensignal · Oracle Fusion Cloud Supply Chain Planning · Oracle Retail Analytics · Oro Labs · Outreach · Pactum AI · PassBy · People Data Labs · Pitchbox · Placer.ai · Polar Analytics · PredictLeads · Prewave · Price2Spy · project44 · Qualtrics XM · Quicklizard · RateGain · Reonomy · Resilinc · Rystad Energy · S&P Global Energy · S&P Global Market Intelligence · SAP Ariba · SAP Ariba Supplier Risk · SAP Integrated Business Planning · Sayari · SeekOut · SentiSum · Shopify Analytics · SiteMinder · SpendHQ · SPINS · STR (CoStar Group) · Suplari · Supplier.io · TalentNeuron · Talkwalker · TealBook · TechTarget · Thematic · ThoughtSpot · Trend Hunter · Unwrap.ai · UpLead · Veridion · Wappalyzer · Wiser Solutions · WooCommerce Analytics · Wood Mackenzie · Z2Data · Zip · Zonka Feedback · Zycus

See also: best market intelligence tools, industry guides, and our methodology.