compete
Open dashboard
Competitive intelligence, on autopilot

Everycompetitormove,caught & ranked.

compete quietly watches pricing, hiring, launches and messaging across your market - then uses LLMs to surface what actually matters.

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Live signal feedstreaming
OpenAIPricing

Cuts API price 40% on flagship tier

AnthropicProduct

Ships agent SDK with computer use

Mistral AIHiring

Opens 12 GPU infra roles in Paris

DeepMindPartnership

Signs healthcare research alliance

PerplexityLaunch

Launches paid Pro search bundle

Hugging FaceProduct

Adds enterprise model registry

Meta AILaunch

Open-weights release of new model

Updating live · demo data

Signals parsed

0

+18% w/w

Tracking the frontier - out of the box

OpenAIAnthropicGoogle DeepMindMistral AIPerplexityMeta AIHugging FaceGemini

(01)What it does

A full intelligence pipeline, not just a scraper.

From collection to ranked, explained signals - built to feel like a calm analytics product, not another firehose.

01

Collects everywhere

Static pages, RSS, JS-rendered sites and ATS job boards - gathered politely, on a schedule, with robots respected.

02

Extracts the meaning

LLMs turn raw page diffs into typed, structured signals - pricing, product, hiring, messaging - with summaries you can scan.

03

Ranks what matters

Weighted significance scoring floats the moves that change your roadmap to the top, and buries the noise.

04

Tracks change over time

Pricing histories, hiring trends and content cadence per competitor - the trajectory, not just today.

05

Alerts on the big ones

Slack and email fire only above your threshold. No daily-digest fatigue.

06

Yours to run

File-based DuckDB warehouse, provider-agnostic LLMs, zero lock-in.

(02)The process

Raw web pages in. Ranked insight out.

Four stages, fully automated. Run it on a laptop or a free-tier cron - the pipeline doesn't care.

(01)

Collect

Crawlers snapshot competitor pages, feeds and job boards on a schedule.

(02)

Extract

Page diffs are sent to an LLM that returns typed, structured signals.

(03)

Warehouse

Signals land in a DuckDB + dbt warehouse with clean marts for analysis.

(04)

Rank & alert

Weighted scoring ranks the moves and fires alerts above your threshold.

Fully automated$0 infra to start

(03)The output

Every change becomes a typed signal.

Instead of a wall of diffs, compete classifies each move into a clean taxonomy - filter, chart and alert on exactly what you care about.

The taxonomy

Eight signal types cover everything a competitor can do in public. Each one is filterable in the dashboard and scoreable for alerts.

PricingProductHiringMessagingPartnershipLaunchFundingLeadership
OpenAIPricing

New $20 tier replaces legacy plan

AnthropicProduct

Adds prompt caching to the API

Mistral AIHiring

Hiring spree for EU sales team

DeepMindPartnership

Partners with national health service

PerplexityLaunch

Ships shopping assistant in beta

Hugging FaceMessaging

Repositions hub for enterprise

OpenAIPricing

New $20 tier replaces legacy plan

AnthropicProduct

Adds prompt caching to the API

Mistral AIHiring

Hiring spree for EU sales team

DeepMindPartnership

Partners with national health service

PerplexityLaunch

Ships shopping assistant in beta

Hugging FaceMessaging

Repositions hub for enterprise

Ready when you are

Stop refreshing competitor pages. Let compete watch.

Open the live dashboard and explore real signals across five frontier AI labs - seeded and ready to browse.

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