Lifting off the creek.

AEO A sample monthly report.

What you get each month: the buyer questions we track, what four engines answered, and what we changed. Tallyroom is invented, and so is every number, to show the format.

AEO report · Tallyroom · October 2026

12 buyer questions · 4 engines · answers captured 28–30 Oct 2026

Sample. Tallyroom is an invented payroll tool for companies of 20 to 200 people. The questions, answers and numbers are invented to show the format.

  • 7/12

    ▲ +3 vs Sep

    Buyer questions where cited

  • 32%

    ▲ +8 pts vs Sep

    Share of citations vs. the top 3 competitors

  • 4

    Pages shipped this month

  • 2

    New third-party mentions

What each engine answered for each buyer question in October 2026
Buyer questionChatGPTPerplexityGeminiAI OverviewsFirst cited
“best payroll software for a 50-person startup”CitedCitedMentionedAbsent2 Oct 2026
“payroll software that files PF and ESI automatically”CitedCitedCitedMentioned11 Sep 2026
“alternatives to the market-leading payroll tool”MentionedCitedAbsentAbsent16 Oct 2026
“how much does payroll software cost for 100 employees”CitedMentionedAbsentCited23 Oct 2026
“how to run payroll for employees and contractors together”AbsentMentionedAbsentAbsentNot yet
“payroll software for a team hired across two states”AbsentAbsentAbsentAbsentNot yet
“easiest payroll software to set up”MentionedAbsentMentionedAbsentNot yet
“how to switch payroll providers mid-year”AbsentCitedAbsentAbsent9 Oct 2026
“payroll software with a payslip app for employees”AbsentAbsentAbsentAbsentNot yet
“is Tallyroom good for a remote team”CitedCitedMentionedCited11 Sep 2026
“Tallyroom pricing”CitedCitedCitedCited6 Aug 2026
“payroll software that works with our accounting tool”AbsentMentionedAbsentAbsentNot yet

Baseline captured 6 Aug 2026. The question set stays fixed for the quarter so months compare. Every answer is logged with its engine and date, and the screenshots come with the report as an appendix.

What we changed in October

Pages shipped

Pricing page, rewritten answer first
The price per employee is now in the first line, with schema.
A PF and ESI filing FAQ
Six questions, each answered in two sentences, with FAQ schema.
A comparison page against the market leader
Plain facts in a table: price, setup time, filings covered.
A guide to switching payroll mid-year
Cited by Perplexity nine days after it went live.

New mentions

A payroll comparison article on an HR blog
Lists Tallyroom with its price and team size.
A completed software-directory profile
Same price, category and customer size as the site.

Next month

  1. Answer the contractor and two-state questions on the payroll guide page.
  2. Add the payslip app to the features page, with a screenshot and its own heading.
  3. Pitch the comparison data to two more “best payroll tools” articles.

How to read it

Cited, Mentioned, Absent

Cited means the answer names you and links your page as a source. Mentioned means it names you without a link. Absent means you are not in the answer.

Buyer questions where cited

How many of the tracked questions cite you on at least one of the four engines this month.

Share of citations

Your citations as a share of all citations for you and the three competitors the answers name most often, across the same questions.

First cited

The date of the first captured answer that cited you for that question. A question that has never cited you says “Not yet”.

Why the questions stay fixed

So one month compares with the next. New questions join only at the start of a quarter.

Get your own baseline.

The 90-day Pink List Pilot starts with this report for your real buyer questions.