The core deliverable

One analysis. Five ways to read it.

Every Polaris report runs the same pipeline against your GA4 and BigQuery data, plus a walkthrough of your actual pages. What changes is the audience — a business owner and a data analyst shouldn't have to read the same document.

Plain language, 5 steps

Built for the person who runs the business

No ARPU, no PDP, no AOV, no CRO jargon that needs a glossary. Five things, in order of how much they cost you, written the way you'd explain them to a partner over coffee.

  • 1What's actually happening on your site right now
  • 2Why people are leaving, in their own words where we have survey data
  • 3What to fix first, ranked by what it's worth
  • 4Whether a past fix actually worked
  • 5What to watch so it doesn't quietly break again

P0

Checkout button hides below the fold on iPhone — costing roughly 4% of mobile sessions. Fixable in an afternoon.

3 findings, each with a number

Built for a five-minute read before a meeting

Not a wall of data — three findings that matter, each with a dollar figure or percentage attached, so a resourcing decision doesn't need a follow-up call.

≈4% of mobile sessions hit a checkout rendering bug — P0, fixable this sprint.

Est. $40k/yr left on the table from a pricing-toggle default — P1.

-9% click-through on primary CTA since the last redesign — P1.

10 cuts, zero interpretation

Built for someone who wants the data, not a narrative

Device × channel × landing page × new/returning, and more — cross-tabbed and delivered raw. You draw your own conclusions; we don't put words in your dashboard.

# segment: mobile · paid social · new sessions 18,402 (-6.1% WoW) add_to_cart 22.4% (-3.1pp) checkout_start 9.8% (-2.4pp) purchase 2.1% (-0.9pp) # segment: desktop · organic · returning sessions 11,930 (+1.2% WoW) purchase 5.7% (+0.2pp)
Campaign, ad group, creative

Built for whoever owns the ad budget

Where ad spend meets landing-page reality, as seen through GA4 — not bid strategy or Quality Score, which we're honest about not seeing. Full ceiling on the Ads page.

Campaign "Spring-Retarget" sends 61% of clicks to a page with a known checkout issue.

Creative set B converts 2.4x creative set A on the identical landing page.

18 slides, presentation-ready

Built for defending a CRO line item

Every mode above, combined into one deck for people who weren't in the room for the analysis and need the full case, not a summary of it.

Executive summary Methodology Findings + evidence Roadmap Appendix
What's inside every report

Same skeleton, every time

Whichever mode you're reading, it's built from the same six parts.

Executive summary

What matters, in the first 30 seconds of reading.

Methodology & sources

Exactly which GA4/BigQuery data and which pages were walked.

Findings with severity

Every finding tagged P0/P1/P2 — no flat, unordered list.

Money-weighted priorities

A dollar or percentage estimate wherever the data supports one.

Screenshots & evidence

The actual page, with the problem circled — not a description of it.

Appendix / raw cuts

The full data behind the summary, for anyone who wants to check it.

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