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Side-by-side comparison · SEO & Analytics

Amplitude vs DataForSEO vs PostHog

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

Amplitude

4.0

From First 2M events free

DataForSEO

4.0

From From $50 top-up

Best overall

PostHog

4.2

From $0/mo base

Comparing 3 tools, the maximum.

At a glance

Pick it if: Product and growth teams at apps and SaaS companies who want deep analytics and AI that spots changes for them.

Best value

Pick it if: Anyone using Claude Code or building their own tools who wants real SEO data without a big monthly plan.

Best overall

Pick it if: Founders and product teams with a web app or SaaS who want analytics, replays and testing in one tool.

PostHog scores highest overall, but DataForSEO gives you more for your money. Which one is right comes down to what you value most.

Overview

AttributeAmplitudeDataForSEOPostHog
In one lineProduct analytics with AI agents that watch your numbers and flag changes for you.Raw search, keyword and backlink data you pay for by the query, built for AI agents.Product analytics, session replays, A/B tests and surveys in one tool, with an AI analyst.
Pricing modelFreemiumPaidFreemium
Starting priceFirst 2M events freeFrom $50 top-up$0/mo base
Free plan Yes No Yes
Works with Claude Code Yes Yes Yes

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeAmplitudeDataForSEOPostHog
Overall rating4.04.04.2Winner
Ease of useHow quickly someone non-technical gets value from it.
3.0
2.5
3.0
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.5
4.0
5.0
Output qualityHow good the results are before you fix them.
4.5
4.0
4.5
Value for moneyWhat you get for the price, including the free plan.
4.0
5.0
4.5
Speed & reliabilityHow fast it is and how often it falls over.
4.0
4.5
4.0

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeAmplitudeDataForSEOPostHog
Access & platform
Free plan Yes No Yes
Mobile app No No No
Desktop app No No Yes
Browser extension No No No
API access Yes Yes Yes
Teams & business
Team workspace Yes– Yes
Enterprise plan or SSO Yes No Yes
Connects to other apps Yes Yes Yes
Open source or self-hosted No No Yes
AI abilities
Works with your files No No No
Understands images– No–
Makes images No No No
Makes video No No No
Writes code No No Yes
Runs agents or automations Yes No Yes
Learns your brand or style– No–
Works in many languages Yes Yes Yes
Capabilities score7/ 173/ 1710/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeAmplitudeDataForSEOPostHog
Plans

FreeOur pick

Free

Startups and small apps.

Pay as you goOur pick

From $50 top-up

Anyone who wants real data in Claude Code without a subscription.

Free

Free

Small apps and getting started.

Plus

First 2M events free, then usage-based

Growing teams that need more charts and history.

Pay as you goOur pick

$0/mo base, then per use

Growing apps that outgrow the free limits.

Growth

Custom

Product teams at scale.

Boost

$250/mo plus usage

Teams that need SSO enforcement or HIPAA.

Enterprise

Custom

Large organisations.

Scale

$750/mo plus usage

Larger organisations.

Enterprise

$2,000/mo plus usage

Big companies.

Which plan to pickStart on Free, which includes the AI agents and MCP. Move to Plus when you need custom events, cohorts or alerts. Growth and Enterprise are for larger product teams and need a sales call.There's only one way to pay. Use the $1 trial credit to test the MCP server, then top up $50 and set a daily limit of a dollar or two. Use the cheaper standard queue for bulk jobs and the live mode only when you need an answer now.Start free. Add a card to move to pay as you go when you need more projects or longer history, and set billing limits on each product so nothing runs away. The platform packages only matter for compliance or big teams.

Key features

AttributeAmplitudeDataForSEOPostHog
Standout features
  • Product analytics
  • AI agents
  • Session replay and heatmaps
  • Experiments
  • Guides and surveys
  • MCP server and Claude plugin
  • SERP API
  • Keywords Data
  • DataForSEO Labs
  • Backlinks API
  • MCP server
  • Spend controls
  • Product analytics
  • Session replay
  • A/B tests and feature flags
  • Surveys
  • PostHog AI
  • MCP server and wizard

Pros and cons

AttributeAmplitudeDataForSEOPostHog
Pros
  • Free plan up to 2 million events
  • Strong AI agents that monitor metrics for you
  • MCP and Claude plugin on every plan
  • Covers analytics, replay, testing and surveys
  • Costs cents per lookup with no monthly fee
  • Official MCP server works well with Claude Code
  • Covers search results, keywords, backlinks and more in one account
  • Balance never expires and spending limits protect you
  • Live results for any location, including Australian cities
  • Huge free tier with no seat fees
  • Analytics, replays, testing and surveys in one tool
  • Clear, public per-use pricing
  • Open source core you can self-host
  • Strong AI assistant and Claude Code support
Cons
  • Steep learning curve
  • Needs tracking set up before it's useful
  • Growth and Enterprise prices aren't published
  • Overkill for simple website reporting
  • No friendly dashboard; you need Claude Code or a developer to use it
  • Per-request pricing is confusing until you've used it for a while
  • Keyword difficulty and traffic estimates are less polished than Ahrefs
  • No real free plan, just a $1 trial credit
  • So many products and settings that it can overwhelm small teams
  • Overkill if you only want website visitor numbers
  • Usage bills need billing limits to stay predictable
  • Setup works best with a developer or Claude Code

Who each one is for

AttributeAmplitudeDataForSEOPostHog
Best for
  • Deep product analytics for apps
  • AI agents that flag metric changes
  • A free plan with up to 2 million events
  • Connecting your data to Claude through MCP
  • SEO research from Claude Code
  • Keyword volumes on demand
  • Live search result checks
  • Backlink data for custom reports
  • Seeing how people use your app
  • Finding where sign-ups and checkouts drop off
  • A/B testing new features and pages
  • Replacing several separate analytics tools
You'll find it used by
  • Product teams
  • Growth marketers
  • Data analysts
  • Large companies
  • Claude Code users
  • Developers
  • Agencies
  • SEO tool builders
  • Founders
  • Product teams
  • Developers
  • SaaS companies

Questions people ask

Which is better, Amplitude, DataForSEO or PostHog?

PostHog scores highest overall in our ratings (Amplitude 4.0/5, DataForSEO 4.0/5 and PostHog 4.2/5). Amplitude is best for deep product analytics for apps and AI agents that flag metric changes. DataForSEO is best for SEO research from Claude Code and keyword volumes on demand. PostHog is best for seeing how people use your app and finding where sign-ups and checkouts drop off.

Which is cheaper, Amplitude, DataForSEO or PostHog?

Amplitude: There's a free plan, and paid plans start at First 2M events free. DataForSEO: There's no free plan. Paid plans start at From $50 top-up. PostHog: There's a free plan, and paid plans start at $0/mo base.

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.

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