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How-to: Compare audit runs

Two raw audit results are noisy (“dimension X went 6→7”). Audit Compare turns them into a narrative — what changed, why, what to try next. This walks through the two flows you’ll use most: temporal compare (same URL over time) and variant compare (draft vs. live).

Audit Compare is on every paid tier. Each compare run costs 1 audit-unit (the LLM narrative call) — the underlying audit runs are reused if they already exist.

Temporal compare — same URL, two points in time

Use this after shipping a copy change to verify whether it actually moved positioning.

1. Open the page workspace

Sidebar → Landing Pages → click the row for the URL.

2. Go to the History tab

You’ll see every audit run for this URL, newest first. Free plans only see the latest run; paid plans keep all history indefinitely.

3. Compare two runs

Each row past the first has a Compare to previous button on the right. Click it on the newer run and PlumPMM compares it against the run immediately before in the list.

Wait ~10–15 seconds for the LLM narrative call. The result drops in below the row:

  • Overall delta (regression / improvement / mixed / noise) and before/after scores
  • Per-dimension deltas — biggest movers called out
  • Plain-prose narrative referencing the actual quoted page text

If the narrative call fails (rate limit, outage), you’ll see a score-only result — the numeric deltas without the prose. Click Re-run narrative to retry without re-paying for the underlying audits.

Variant compare — draft vs. live

Use this before shipping a draft, to verify the rewrite would actually move the score.

Requires the draft to be linked to a Landing Page. Open the draft workspace → Landing Pages tab → link a page if you haven’t already.

1. Open the Preview tab

Inside the draft workspace, click Preview. You’ll see the draft rendered as a grayscale landing page mock.

2. Generate a preview audit

Click Generate preview audit. This audits the draft as if it were live — same 13-dimension pipeline, same scoring. ~30 seconds.

3. Click “Compare to live page”

PlumPMM also runs a fresh audit on the linked live page (so the comparison uses two recent baselines, not a stale one), then generates the narrative. Total wall time ~60 seconds.

You’ll see the same shape as a temporal compare — overall delta, per-dimension swings, narrative — but framed as draft-vs-live. Use it to pick the right draft variation before you ship.

vs.-Competitor compare

Briefly: from the Research surface you can compare any audited competitor against your own URL or draft preview. Same engine, tagged as the cross-page kind. → How-to: Track a competitor

What’s next

GoalRead
Understand the three compare kinds and the score-only fallbackConcept: Audit Compare
Get compares fired automatically when a page driftsHow-to: Set up a monitor
Skip the manual compare loop on a fresh URLConcept: Fasttrak