The data foundation that makes AI trustworthy

All the signals that matter—collected for you and your competitors.

The data foundation that makes AI trustworthy

All the signals that matter—collected for you and your competitors.

Every pillar is grounded in real, verifiable signals

Every pillar is grounded in real, verifiable signals

We combine your public signals with market benchmarks to create a single source of truth

We combine your public signals with market benchmarks to create a single source of truth

  • See the whole picture: your 5,000+ data points

  • Evidence over opinion: every insight with receipt

  • Ready to act: ranked 3–5 item plan

We combine your public signals with market benchmarks to create a single source of truth

  • See the whole picture: your 5,000+ data points

  • Evidence over opinion: every insight with receipt

  • Ready to act: ranked 3–5 item plan

Four pillars. One plan.

Growth compounds when your offer matches demand, customers trust you, buyers can find you, and your site removes friction. Lighthouse quantifies each, then orchestrates the fastest fixes

Growth compounds when your offer matches demand, customers trust you, buyers can find you, and your site removes friction. Lighthouse quantifies each, then orchestrates the fastest fixes

Benchmarking

Benchmarking — See exactly where you stand

We compare your real-world signals to direct competitors and a library of 25M+ datapoints across 75 sub-markets. The result is a clear gap score and a ranked plan to catch up—or pull ahead.

How our benchmarks work

From your website, listings, reviews, search data, speed, media, and funnels, we collect 5,000+ data points that describe how your brand shows up and performs online.

We pick the right comparison set to benchmark you against

  • Direct competitors you name (and the ones customers actually see in search/maps), and

  • Our market library for your category & region (25M+ records across 75 sub-markets).

How our benchmarks work

From your website, listings, reviews, search data, speed, media, and funnels, we collect 5,000+ data points that describe how your brand shows up and performs online.

We pick the right comparison set to benchmark you against

  • Direct competitors you name (and the ones customers actually see in search/maps), and

  • Our market library for your category & region (25M+ records across 75 sub-markets).

Like-for-like peers

We only compare you to similar businesses/products in your service area and price tier—so the bar is fair and useful.

Momentum, not just averages

We track recent movement (last 30/90 days) so you see early wins and risks, not just a static snapshot.

Evidence you can click

Every recommendation links to the exact rows behind it

Confidence & freshness

Each metric shows data freshness and a confidence badge so you know when to act and when to watch.

Lighthouse Insights™ Advisory

Let’s turn proof into a plan

Meet 1:1 with our ex-McKinsey team and industry operators to turn evidence into a plan you can ship. We offer business data analysis & consulting that deliver benchmark‑linked growth plans, prioritized action lists, and before‑and‑after scorecards.

> Comp‑set benchmark across four pillars
> Top drivers & watchouts with confidence
> 90‑day action plan + playbooks + scorecard

No long discovery cycles • Immediate takeaways • Measurable results or we’ll revise your plan free

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