RivalMove
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Product intelligence platform

A product intelligence platform for competitive strategy

A product intelligence platform collects signals about products — here, competitors’ products — and structures them so teams can reason about direction rather than individual events. RivalMove is an AI-powered competitive intelligence platform focused on product signals: it monitors changelogs, release notes, blogs, GitHub releases and public roadmaps, classifies every update, and aggregates them into momentum, strategic shifts, inferred roadmaps and analyst insights with sources attached.

Start free See live company pages
Strategic direction · last 90 daysreleases / prev.
AI & Automation↑↑↑7 / 2
Integrations↑↑4 / 1
Pricing / Monetization↑2 / 1
Collaboration→1 / 1
Mobile↓0 / 2
Illustrative example — arrows are computed from real, dated public releases in the product.

Why product signals need a platform, not a folder

  • Signals arrive from many sources in many formats; without normalisation they cannot be compared.
  • Importance is subjective unless it is assigned consistently.
  • Trends require dates, periods and a baseline — things a folder of screenshots does not have.
  • Insights that are not linked to evidence are not trusted in a roadmap review.
  • Knowledge leaves with the person who collected it.

The platform pipeline

  1. 1Sources — Verified public sources per competitor: changelog, release notes, blog, roadmap, RSS, GitHub releases.
  2. 2Updates — Dated, deduplicated, summarised entries — the raw layer, always visible.
  3. 3Signals — Classification into strategic category, importance and signal level.
  4. 4Momentum — Deterministic, documented scoring per competitor × area × period, normalised to cadence.
  5. 5Intelligence — Direction summaries, inferred roadmaps, weekly price-change reports, cross-competitor analyst insights and opportunities.
  6. 6Outputs — Dashboard, competitor pages, comparisons, research projects, frozen reports, shareable cards.

Platform capabilities

Catalog

700+ companies with verified public sources; custom competitors are promoted when their sources prove productive.

Scheduler

Every four hours, with hashing and seen-link tracking so unchanged pages cost nothing.

Explainable scoring

Momentum is deterministic and documented; arrows expose the releases behind them.

AI with evidence

Every generated claim links to the updates it was derived from and is phrased as inference.

Research projects

Ad-hoc competitor groups for one question, with their own analysis.

Public company pages

Live, evidence-linked direction pages for every catalog company.

Illustrative example

A strategy team monitors twelve competitors. The dashboard opens with “16 meaningful signals this week”, three strategic shifts (two in AI & Automation, one in Pricing), and an analyst insight on convergence. The team opens the shift, reads the three releases behind it, and opens Price Changes to see whether Competitor X has started bundling AI into its base plans.

Illustrative scenario. Real output is derived only from a competitor’s public updates and links to each of them.

Who it is for

  • Strategy teams
  • Product leadership
  • Competitive intelligence teams
  • Product marketers
  • Founders

Product intelligence vs change detection

Change detection is a sensor: it fires when a page differs. It has no notion of importance, category, release, period or baseline, so every interpretation is left to the reader.

A product intelligence platform adds those notions and keeps them consistent. RivalMove’s layers — updates, signals, momentum, intelligence — are each inspectable, and the inference layer is explicitly labelled as such.

Frequently asked questions

What is a product intelligence platform?

Software that collects product-related signals from many sources, normalises and classifies them, and provides analysis over time. RivalMove applies this to competitors’ public product signals.

How is this different from a competitive intelligence suite?

Enterprise CI suites cover sales enablement, battlecards, news, reviews and job postings. RivalMove focuses on the product side — what competitors ship — and on inferring direction from it, at self-serve prices.

Is the analysis deterministic or AI-generated?

Both, separately. Momentum scoring is deterministic and documented. Digests, classification, direction summaries and roadmaps are AI-generated, validated against schemas, and linked to sources.

Can I export or share the intelligence?

Reports freeze a period into a document; shareable cards publish a competitor’s direction or an analyst insight as a public page with a social image.

Which plans are available?

Free (1 competitor), Starter, Growth and Pro, billed monthly or yearly. See the pricing section on the home page.

Related reading

Also: live company pages · comparisons · pricing

Track your first competitor in a minute

Paste a changelog URL or pick a company from the catalog. The first scan runs immediately; every signal links to its public source.

Start free — 1 competitor, no card See live examples