This is an info Alert.
x402 Logo
  • Product
    • Become Agent-Ready
      • Merchants
        Agentic Commerce — list your store across ChatGPT, Gemini, Claude & Perplexity
      • Publishers
        Monetize your content when AI agents read, cite, or train on it
      • SaaS Companies
        Treat AI agents as first-class customers with agent-priced checkout
    • Monetize
      • Monetize MCP Server
        Charge per call on any MCP server in 2 minutes
      • Monetize AI Agents
        Turn n8n, Zapier, Activepieces workflows into revenue
      • Agent Feed
        Pay-per-query access to licensed publisher content for your agents
  • Resources
    • xpay Ecosystem
      • xpay✦ Tools
        1,000+ pay-per-use tools for your AI agents
      • Agent-Ready SaaS Index
        25,481 SaaS scored on agent-buyability
      • SaaS Pricing Database
        Pricing pages indexed across 1,000+ categories
      • GitHub
        Open source repositories
    • Agent Building
      • Agent Frameworks
        AI frameworks for building multi-agent systems
      • x402 Integration
        AI frameworks with x402 payment integration
      • Networks
        Blockchain networks supporting x402
    • Company
      • About xpay✦
        Our mission, products, and protocols
      • Blog
        Latest insights and updates
      • Docs
        Complete xpay documentation
  • Pricing
  • Blog
  • Docs
Get Started

  1. Home

  2. /

  3. Agent-Ready SaaS Index

  4. /

  5. Marketing Attribution

  6. /

  7. Dreamdata

Dreamdata logo

Dreamdata

Not Agent-Ready Yet
Agent-Ready SaaS Index · dreamdata.io · scored 2026-05-09 · rubric v2.0
Score 42 / 100
Marketing Attribution
Free tier
Self-serve checkout

Dreamdata scores 42/100 on xpay's Agent-Ready Index v2: partial pricing visibility; self-serve checkout is available; a free entry path exists.

See Dreamdata pricing summaryLive pricing page
Pricing
Dreamdata pricing
As of 2026-05-09 · dreamdata.io/pricing
Free
Free
Foundational B2B Analytics
Slack/Teams notifications
AI Chat
2 months user history
5 seats
Advanced
Sales
Contact sales
Advanced AI‑based attribution
Custom limits & volumes
Full onboarding
Dedicated CSM
AI‑powered report summaries
Score breakdown · rubric v2.0
How Dreamdata scores on the agent-ready dimensions

Public pricing visibility

15 / 15

Self-serve checkout

15 / 15

Public API + docs

0 / 20

Usage-based / metered pricing

0 / 20

Free entry path

7 / 7

No sales call required

0 / 7

Card / wallet / x402 payment

5 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10

Total
42 / 100
Effective pricing
What it actually costs at typical scale
Free plan (up to 5 seats, 2 months history)
$0/mo
· No paid usage beyond free limits
Confidence: high
Agent purchase verdict
Can an autonomous agent transact here?
Human-assisted
LLM score: 45/100

Can create account

Yes

Can enter payment method

No

Can upgrade plan

No

Can buy more usage

No

Can cancel online

Yes

Payment methods

card

Human approval recommended

Yes

Pricing transparency

partial

Purchase motion

self_serve

Demo required

Yes

Quote required

Yes

Annual commit required

No

Auto-renewal mentioned

No

Cancellation policy visible

No

Refund policy visible

No

Invoice payment available

Unknown

Purchase orders supported

Unknown

MSA required

Unknown

DPA available

Yes

Security review required

Unknown

Trial

Available, no card

Enterprise signals
Trust & compliance

SSO / SAML

Yes

RBAC

Unknown

Audit logs

Unknown

Competitive intel
Positioning & ecosystem

Buyer persona

mid market
enterprise

Integrations mentioned
Slack
Agent purchase simulation
Six-step check: can an agent actually buy from Dreamdata?
✓

Discover price

✓

Select a plan

✗

Pay per task

✓

Avoid a sales call

◐

API docs without auth

✗

Estimate cost upfront

Analysis
Pros and cons for AI agents
Observational summary written by xpay from the signals captured on 2026-05-06. Not a review of the product — only of its current pricing posture for agent buyers.
✓ For an AI agent
  • Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
  • Every advertised tier is self-serve; no tier requires scheduling a call.
  • A free tier exists, lowering the bar for an agent builder to prototype before committing budget.
◐ Opportunities for the provider
  • No per-unit price was advertised, so an agent has no way to estimate the cost of a single task.
  • API documentation is gated or absent; an agent cannot inspect the integration surface without authentication.
  • PPU requires account creation and an issued API key; a fully unauthenticated agent purchase is not yet supported.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
One-line fix
How Dreamdata could lift its score

Add a per-unit price (e.g. $X / 1K calls) to the pricing page so an agent can compute its own cost before committing.

pricing_visible

true

headline_phrasing

Dreamdata Pricing — Activation & Attribution for B2B Marketers

tier_count

2

lowest_paid_entry_usd

0

free_tier

true

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

1

sales_only_tiers

0

public_api_docs_url

null

api_docs_auth_walled

null

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

null

usage_headline_present

false

custom_tier_present

true

agent_friendly

{"ai_pricing_json":false,"agents_txt":false,"llms_txt":true,"sitemap_xml":true,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: Dreamdata Pricing · Pricing FAQs
CTAs (40): Skip to Content · Product · Customer Journeys · Performance Attribution · Revenue Analytics · Audience Hub · Signals · Data Platform · Overview · Tracking · Integrations · Data Hub
Price tokens (1): $0/monthGet Started with
0 Skip to Content Product Customer Journeys Performance Attribution Revenue Analytics Audience Hub Signals Data Platform Overview Tracking Integrations Data Hub Solutions Use Cases For Marketers For Marketing Ops For Agencies LinkedIn Partnership Pricing Resources Blog Recipes Success Stories Podcasts Support Community Log in Book Demo Open Menu Close Menu Product Customer Journeys Performance Attribution Revenue Analytics Audience Hub Signals Data Platform Overview Tracking Integrations Data Hub Solutions Use Cases For Marketers For Marketing Ops For Agencies LinkedIn Partnership Pricing Resources Blog Recipes Success Stories Podcasts Support Community Log in Book Demo Open Menu Close Menu Folder: Product Back Customer Journeys Performance Attribution Revenue Analytics Audience Hub Signals Folder: Data Platform Back Overview Tracking Integrations Data Hub Folder: Solutions Back Use Cases For Marketers For Marketing Ops For Agencies LinkedIn Partnership Pricing Folder: Resources Back Blog Recipes Success Stories Podcasts Support Community Log in Book Demo Activation & Attribution for B2B Marketers Dreamdata Pricing Solutions for Every Stage StarterPlan for smaller teams.Activate GTM data, build precise audiences, and orchestrate marketing efficiently. Try before you buy with our free plan. Free$0/monthGet Started with Foundational B2B Analytics. Start now Start now Dreamdata FreeB2B Web AnalyticsCookie & Cookie-less TrackingEngagement Scoring Company IdentificationAudience Bu…
You work at Dreamdata?
Claim this scorecard & lift your score.

Get the breakdown of every signal we measured, the one-line fix, and how your peers in Marketing Attribution stack up.

Evaluating Dreamdata?
Compare the agent-ready picks in Marketing Attribution.

If you're building or running an AI agent that needs to buy from this category, see who's scoring highest right now.

See agent-ready picks
Are you Dreamdata? Something off in this listing?
Agent-Ready Spec
Dreamdata
Not Agent-Ready Yet

42

/ 100 (rubric v2.0)
Category

Marketing Attribution

Pricing model

Dreamdata Pricing — Activation & Attribution for B2B Marketers

Tier count

2

Free tier

Yes

Lowest paid entry

Free

Self-serve / sales-only tiers

1 / 0

Public API docs

Auth-walled

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-09

Pricing intelligenceInsights extracted from dreamdata.io/pricing
Pricing model

Tier-based subscription

Agent-purchase verdict
Human-assisted
45/100 · v2.1
Canonical answer

Dreamdata pricing starts at $0/mo for the Free plan; paid plans require a custom quote. No public monthly or annual pricing beyond the free tier.

Cheapest entry

Free plan (Free)

Actions
Open live pricing page
Verdict reflects Not Agent-Ready Yet status under rubric v2.0. Source observed at https://dreamdata.io/pricing.
Agent-friendly features2 of 7 present
Discovery files and protocols
Side-channel signals — informational, not part of the score. Each protocol is independent; adoption signals the publisher is thinking about agent buyers.

ai-pricing.json

agents.txt

llms.txt

sitemap.xml

MCP Server Card

Agent Skills

x402 / MPP

More in Marketing Attribution
Compare Dreamdata with peers
Highest-scoring companies in the same category that an AI agent might evaluate as an alternative.
Quick Hub
61
quickhub.ai
Approaching Agent-Ready
My Digital CMO
51
mydigitalcmo.io
Partially Agent-Ready
Right Suite
49
rightsuite.co
Partially Agent-Ready
Pint AI
49
pint-ai.com
Partially Agent-Ready
Attribution
47
attributionapp.com
Partially Agent-Ready
Align.ly Attribution
47
align.ly
Partially Agent-Ready
Attributer
46
attributer.io
Partially Agent-Ready
Wicked Reports
42
wickedreports.com
Not Agent-Ready Yet
Browse all Marketing Attribution →

Explore the Agent-Ready SaaS Index

25,480+ SaaS scored on agent-buyability — browse by readiness band, category, or jump straight to a pay-per-run tool on xpay.tools.

Browse by agent-readiness band
Agent-Ready Verified(448)Approaching Agent-Ready(2,513)Partially Agent-Ready(6,407)Not Agent-Ready Yet(16,112)See full index
Browse by category
CRM(500)Content Creation(414)Chatbots(407)AI Writing Assistant(394)Social Media Management(381)Website Builder(343)Seo(317)Project Management(288)Scheduling(270)Survey User Feedback(265)Email Marketing(252)Hr(237)All categories
Available pay-per-run on xpay.tools
FirecrawlExaTavilyApolloHunterJina AIBright DataContext7Alpha VantageReplicatePerplexityParallelBrowse all xpay.tools
x402 Logo

The agent-readiness stack for the AI shopping era — helping merchants, publishers and SaaS companies get discovered, cited and transacted with by ChatGPT, Perplexity, Claude, Gemini and the custom shopping agents underneath them.

CompanyAgentically Inc. (d/b/a xpay✦)1875 Mission St, Ste 103San Francisco, CA 94103, United Stateslegal@xpay.sh · privacy@xpay.sh
or ask your AI app
Company
About xpayAgency PartnersGitHubDiscordllms.txt
DevelopersDocumentationAPI ReferenceSDKs & LibrariesQuickstart GuideOpenAPI Spec
Stay Updated
Occasional product updates and agent-readiness playbooks from xpay (Agentically Inc.) — typically a couple of emails a month. Double opt-in: we email you a link to confirm before sending anything, and every email has one-click unsubscribe.
Social
  • For Publishers
    • News
    • Finance
    • Dev / Tech
    • Travel
    • View all verticals
  • Agent Feed
    • AI Search Engines
    • RAG Builders
    • Browser Agents
    • Vertical Research
    • Browse full catalog
  • Agent-Ready Index
    • SaaS Pricing Database
    • Agent-Ready SaaS Index
    • Verified band
    • AI & ML
    • Sales & CRM
  • Products
    • Pricing Widget
    • Monetize MCP Server
    • Paywall
    • Smart Proxy
    • Monetize AI Agents
    • xpay x402 Facilitator
  • Agentic Economy
    • Timeline
    • Resources
    • Manifesto
    • Stack
  • Agentic Commerce
    • Get listed
    • xpay Listings · Amazon + Google
    • Pricing
    • Free audit
    • Shopify
    • WooCommerce
    • Apparel & Accessories
    • Health & Beauty
    • Overview
  • Commerce Index
    • Agentic Commerce Ready Index
    • Methodology
    • Pet brands · WooCommerce
    • Pet brands · Shopify
  • Marketplace
    • 🛍️ xpay.deals — agentic storefront for deals
  • Protocols
    • Overview
    • x402
    • MPP
    • UCP
    • ACP
    • AP2
    • TAP
    • A2A
  • Agent Frameworks
    • Overview
    • LangChain
    • CrewAI
    • Claude MCP
    • AutoGPT
    • LangChain vs Mastra
    • LangGraph vs Pydantic AI
  • Company
    • About xpay
    • Blog
    • Docs
    • GitHub
© 2025 Agentically Inc. All rights reserved.
Privacy PolicyTerms of UseAcceptable Use Policy