Amplifying

Developer Tool Intelligenceamplifying.ai

Amplifying is a San Francisco-based coding-agent intelligence platform that benchmarks what AI coding agents (Claude Code, Codex, Cursor, Copilot, Devin) recommend and ship, selling research and vendor intelligence subscriptions to devtool companies navigating agent-led distribution.

Company typePrivate
Founded2024
HeadquartersSan Francisco, United States
Headcount1–10
GTM typeB2B
OfferingSoftware

What Amplifying does

Amplifying is a coding-agent intelligence platform founded in 2024 and based in San Francisco that systematically measures what AI coding agents recommend, install, and ship when developers ask open-ended tool-selection questions. The company's core technology runs Claude Code, Codex, Cursor, Copilot, and Devin against real codebases across multiple repository types (Next.js SaaS, FastAPI Python, React SPA, Go microservice, Rails app) and extracts primary tool picks, alternatives, packages installed, files written, and agent reasoning using an LLM-based extraction pipeline with an 85.3% extraction rate and multi-run statistical controls. The product portfolio comprises three layers: (1) a public Research Platform with open datasets and methodology on GitHub, (2) a live Coding Agents Index tracking agent PR/commit/merge/review behavior, and (3) a paid Vendor Intelligence Platform offering devtool vendors private dashboards, continuous 24–48 hour post-release re-runs, competitor maps, prompt browsers, and defense/offense playbooks. Commercial mechanics are split between free public research (top-of-funnel, thought leadership, community engagement) and quote-based enterprise subscriptions sold to devtool companies that need ongoing intelligence on how agents position their categories — a positioning explicitly framed around "agent invisibility risk" for tools not picked by agents in the agent-led distribution era.

Amplifying firmographics

Firmographics

Name: Amplifying
Website: https://amplifying.ai
Company type: Private
Founded year: 2024
Operating status: Operating
Headcount range: 1–10 employees
Short description: Amplifying is a San Francisco-based coding-agent intelligence platform that benchmarks what AI coding agents (Claude Code, Codex, Cursor, Copilot, Devin) recommend and ship, selling research and vendor intelligence subscriptions to devtool companies navigating agent-led distribution.
Ownership category
akta.pro rank

Amplifying industry classification

Industry

Product category: Developer Tool Intelligence
NAICS: Software Publishers (5132), Software Publishers (51321)
SIC: Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
akta.pro industry: PRIMARYBPAMALAF
Attribution, Measurement, Analytics & Incrementality
Business & Public Services/Web, Mobile & Digital Platforms/Advertising, Marketing & Creator Monetization Platforms

Keywords

AI coding agent benchmarking
Developer tool intelligence
Agent recommendation research
Competitive intelligence platform
Devtool market research

Where Amplifying is headquartered

Location

Headquarters

HQ city: San Francisco
HQ country: United States
HQ region: North America

Markets served

Amplifying business model

Business model

GTM type: B2B
Offering type: Software
Cost components: Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

Vendor Intelligence Platform Subscription: Private dashboard with continuous re-runs, pick rate tracking, competitor maps, prompt browser, and per-model breakdowns. Category playbooks for devtool companies needing to understand how coding agents see their category.
Research Publications: Public research reports on AI coding agent tool selection patterns. Free access to methodology, raw data, and published studies. Drives awareness and leads for paid vendor platform.
Custom Vendor Reports: Bespoke competitive analysis reports for devtool vendors requesting intelligence on how AI coding agents position their specific tools.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels4 records

Amplifying product offering

Product offering

Core offering

Amplifying is a coding agent intelligence platform that systematically measures what AI coding agents (Claude Code, Codex, Cursor, Copilot, Devin) recommend when developers ask about technology choices. The company publishes open research reports, maintains a live Coding Agents Index tracking agent-shipped outputs on GitHub, and sells a private Vendor Intelligence Platform with continuous benchmarks, competitive playbooks, and bespoke reports for devtool companies.

Product overview

Amplifying is a coding agent intelligence platform that researches and benchmarks what AI coding agents recommend when developers ask open-ended questions about technology choices. The company operates three interconnected offerings: (1) a public Research Platform publishing open studies on agent tool recommendations, (2) a live Coding Agents Index tracking agent outputs across multiple coding agents, and (3) a private Vendor Intelligence Platform offering devtool companies dashboards, continuous benchmarks, and strategic playbooks. The research portfolio includes the Claude Code Picks Study (February 2026), the Codex vs Claude Code Picks Study (March 2026), and the AI Product Recommendations Study (May 2025), each providing systematic analysis of AI recommendation patterns across different categories and agents.

Differentiator

Problem solved

Functional benefit

Products and services

Amplifying Research Platform

Quantifiable outcome

AI coding agents pick Custom/DIY solutions in 12 of 20 categories (252 primary picks) - making it the most common 'recommendation'
+3 more outcomes

Companies that use Amplifying

Customer profile

Segments1 record

Ideal customer profiles2 records

Amplifying technology and API

Technology

Technology focussed Yes

API detail

Has API: No
API docs
API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature5 records

Amplifying partnerships and signals

Strategic signal

Scale indicators7 records

Recent moves6 records

Expansion highlights5 records

Amplifying competitors and assessment

Company assessment

Broad incumbents

Datadog: Large-scale observability and monitoring platform covering infrastructure, applications, logs, and increasingly AI/LLM workloads. Comparable as a measurement/analytics incumbent that could plausibly add agent-output benchmarking to its portfolio.
Honeycomb: Observability platform for engineering teams, providing deep visibility into production systems. Comparable to Amplifying as a measurement and analytics platform, but broader in scope (general engineering vs. AI-agent-specific).

Direct peers

Braintrust: AI evaluation and observability platform that measures LLM and agent behavior to help teams ship reliable AI products. Directly comparable to Amplifying in providing systematic measurement of AI system outputs, though Braintrust focuses on in-app evaluation rather than devtool vendor intelligence.
Galileo: AI evaluation and observability platform for LLM-powered applications, providing metrics, tracing, and benchmarking. Comparable to Amplifying in benchmarking AI behavior systematically for engineering teams building production AI.
WhyLabs: AI observability platform for ML and LLM systems, focused on data quality, model monitoring, and performance tracking. Comparable in offering measurement and analytics infrastructure for AI behavior.
LangSmith (LangChain): LLM observability, debugging, and evaluation platform from LangChain. Comparable in tracking and benchmarking LLM/agent behavior, though focused on LangChain-built applications rather than coding agent tool recommendations specifically.
Humanloop: LLM evaluation and prompt management platform for teams building AI products. Comparable to Amplifying in providing systematic AI output measurement and analytics for engineering teams.
Arize AI: AI observability and evaluation platform for ML and LLM systems, tracking model behavior, drift, and quality in production. Directly comparable in providing measurement and analytics infrastructure for AI system performance.

Others

Maven: Content-led GTM and research distribution platform. Comparable to Amplifying's research-publication-as-top-of-funnel motion, where open research builds credibility and audience that converts into paid vendor or enterprise engagement.

Emerging players

Stack Overflow (Prosus): Developer Q&A platform that serves as a leading signal for developer tool adoption and technology preferences. Comparable as a developer-intelligence data source — Stack Overflow has natural access to signals about what tools developers choose and could build competing devtool vendor intelligence.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights6 records

Customer concentration

Amplifying financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Amplifying leadership team

Management profile

Number of profiles

Profiles1 record

Amplifying funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Amplifying M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Amplifying

What does Amplifying do?

Is Amplifying a public or private company?

Amplifying is a private company. It is classified as founder individual operated bootstrapped and is currently operating.

When was Amplifying founded?

Amplifying was founded in 2024. It employs 1 to 10 people.

Where is Amplifying based?

Amplifying is headquartered in San Francisco, United States, in the North America region.

How does Amplifying make money?

Three revenue lines are on record. Vendor Intelligence Platform Subscription is the primary driver. The others are research Publications and custom Vendor Reports.

Who are Amplifying's main competitors?

Broad incumbents on record are Datadog and Honeycomb. Direct peers are Braintrust, Galileo, WhyLabs, LangSmith (LangChain), Humanloop and Arize AI. Maven is listed as an others. Stack Overflow (Prosus) is listed as an emerging player.

Does Amplifying have an API?

No public API is recorded for Amplifying.

What industry is Amplifying in?

Amplifying's product category is Developer Tool Intelligence. Its primary akta.pro industry code is BPAMALAF, Attribution, Measurement, Analytics & Incrementality. Its NAICS code is 5132 and its SIC code is 7372.