Features / Campaigns

Prove your content
moved the needle.

Capture a day-0 baseline, publish, then watch whether AI visibility actually moves. Every number carries its sample size and a 95% confidence interval, so you know a real gain from noise.

No credit card · 1 campaign free · Baseline captured the moment you tag prompts
Single-origin content push Running
Day 28 since baseline · 12 tracked prompts · measured over the official model APIs
Impact over time
Current vs day-0 baseline for the prompts this campaign tracks
Visibility
44%▲ 9p
n=480 · 95% CI 40–49%
since day 0significant
Share of voice
33%▲ 5p
n=480 · 95% CI 29–37%
since day 0within noise
Sentiment
74▲ 3
mean of n=212 · 50 = neutral
since day 0
Citation rate
27%▲ 11p
n=480 · 95% CI 23–31%
since day 0significant
Rebased to day 0
Each point is a daily bucket since your start date
0 50 100 Day 0 Published First cited Day 28
VisibilityShare of voice
Timeline
Baseline captured
Day 0 for this campaign
Jun 3
Origin guide published
Content published
Jun 15
First cited in Perplexity
Event
Jun 24
Content winning citations
/guides/single-origin-explained31 citations
/roasting/light-vs-dark18 citations
Tasks
2 of 3 done
DonePublish origin guidePriya
DoneAdd FAQ schemaMarcus
In progressRefresh roasting pageUnassigned

"Did the content actually work?" Now you can answer.

You ship a page, a schema fix, a comparison guide. Then what? A campaign pins a baseline the moment you start, then measures whether AI visibility moved against it, and tells you plainly when a change is real and when it is just sampling noise.

Day 0
A baseline, captured

Tag the prompts a campaign should track and llemmy locks a starting point. Everything after is measured against where you actually began.

95% CI
Real gain, not noise

Every impact figure carries its sample size and a 95% confidence interval, with a plain "significant" or "within noise" tag from whether the intervals overlap.

4
Metrics that matter

Visibility, share of voice, sentiment and citation rate, each rebased to day 0, so you see the full picture of what your content moved.

Baseline, not vanity metrics

Measure the lift against where you started.

A single "you're up 9 points" number is easy to fool yourself with. A campaign compares current to your day-0 baseline for each metric, shows the sample size behind both, and only calls a change significant when the two 95% confidence intervals do not overlap.

Baseline vs current for visibility, share of voice, sentiment and citation rate
Sample size + 95% CI on every proportion, so a small-sample swing never masquerades as a win
A significant / within-noise tag on each card, so you know what to act on
Impact since day 0 · 12 tracked prompts
Visibility
44%▲ 9p
n=480 · 95% CI 40–49%
significant vs baseline
Citation rate
27%▲ 11p
n=480 · 95% CI 23–31%
significant vs baseline
Share of voice
33%▲ 5p
n=480 · 95% CI 29–37%
within noise for now
Sentiment
74▲ 3
mean of n=212 · 50 = neutral
directional read
Two of four metrics moved beyond sampling noise. Share of voice is trending up but the intervals still overlap, so keep the sample growing.
Read the trend against what you shipped

A day-0 trend, annotated with the moments that matter.

The trend is rebased so day 0 is your baseline, and every point is a daily bucket since the start. Drop markers on the timeline for when you published, when a page was first cited, or any event, and they snap onto the chart so cause and effect line up.

Rebased-to-day-0 trend for visibility and share of voice over elapsed days
Annotatable timeline: baseline start, content published, first cited, and your own notes
A "content winning citations" panel so you know which pages earned the lift
Rebased to day 0
0 50 100 ▲ Published ▲ First cited Day 0 Day 28
VisibilityShare of voice
The visibility line lifts in the two weeks after Published, then again after First cited. The markers make the story readable.
The work, next to the result

Assign the content work, track it to done.

A campaign is not just a chart. It is the plan behind it. Add the tasks a campaign depends on, assign them to teammates, and move them from to-do to in-progress to done, right beside the impact they are meant to produce.

Assign to teammates so everyone knows who owns which content deliverable
To do → in progress → done, with the completion count front and center
Perfect for agencies reporting on client work and the outcome it drove
Campaign tasks
2 of 3 done
Done
Publish single-origin origin guide
Content that earned the citations
Priya
Done
Add FAQ schema to product pages
Makes answers easier to lift
Marcus
In progress
Refresh the roasting comparison page
Targets the second gap
Unassigned

Start a campaign from a finding, not a blank page.

Spin one up from a content opportunity in your data, a GEO audit finding, an onboarding step, or from scratch. Describe a topic and llemmy drafts campaign ideas: a name, a description, and prompt ideas you can add in one click.

From a content opportunity

Pick a visibility or topic gap surfaced in your AI data and llemmy drafts campaign ideas from it, ready to track.

From a GEO audit finding

Turn a fix from your GEO audit into a campaign that tracks whether shipping it actually moved visibility.

From an onboarding step

Frame a getting-started step as a campaign, so your first weeks of GEO work are measured from the start.

From scratch, with AI ideas

Describe a topic or gap and llemmy drafts a name, description and prompt ideas to track. You keep, edit or discard them.

The honest promise

Campaigns measure content effectiveness over time with confidence intervals, not vanity numbers. Presence is a rate with sample size (n) and a 95% confidence interval over recent answers, measured over the official model APIs and Google AI Overviews read off the SERP. A confidence interval tames sampling noise; it does not erase the biases we name plainly in our methodology. When a change stays within noise, we say so.

Keep exploring
AI visibility
Track how often AI names you →

The mention rate, with confidence intervals, that a campaign moves.

GEO score
Find the fixes to campaign on →

Audit findings become campaigns that track whether shipping them worked.

← Back to all features
From the resource library How to measure content effectiveness in AI search →

Run your first campaign free.

One campaign on the free plan, up to unlimited on Enterprise. Baseline captured the moment you tag prompts. No credit card.

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