Fix what will move, then prove it moved

Everyone tells you what to fix. Citino ranks the fixes, ships them with you, and tells you whether each one worked.

Gaps7 work items · ranked by what each fix should recover · recalculated dailyIllustrative

Do these next

Source gap · M effort+0.9 pts

Get listed on softwareadvice.com

You lose “best warehouse management software for a 3PL” to Crateline. The winning answers read softwareadvice.com, and Tallyfold has no listing there.

Open work item

Content gap · M effort+0.6 pts

Add multi-client billing to /3pl-billing

You lose “WMS with client billing portals” to Northport WMS. Both winning answers say it bills each client natively; your page never says you do.

Open work item

4 open1 in progress1 published1 dismissed

Work item	Type	Expected	Owner	Status
Get listed on softwareadvice.com	Source gap	+0.9 pts	Citino team	Open
Add multi-client billing to /3pl-billing	Content gap	+0.6 pts	Content lead	Open
Confirm your G2 and Capterra listings	Source gap	+0.4 pts	Citino team	In progress
Rewrite /3pl-billing for comparisons	Content gap	+0.5 pts	Content lead	Published 2 Sep
Answer the r/3PL billing thread	Source gap	+0.2 pts	Marketing ops	Dismissed
Correct “Starts at $299 per month”	Claim correction	not estimated	Citino team	Open
Add llms.txt and product JSON-LD	Technical fix	not estimated	unassigned	Open

Answers collected daily from

ChatGPT
Google AI Overviews
Perplexity
Geminiadd-on
Google AI Modeadd-on
Claudeadd-on
GrokEnterprise

Overview

From the prompt you lose to a verdict, in one queue

Each work item carries the question you lose, the fix drafted, an owner, and the verdict.

Ranked by what will move

Each gap is ranked by the visibility fixing it should recover, with the effort shown beside it.

Do these nextExpected recovery · effort beside it, not multiplied inIllustrative

#	Work item	Expected	Effort
1	Get listed on softwareadvice.com	+0.9 pts	M
2	Add multi-client billing to /3pl-billing	+0.6 pts	M
3	Confirm your G2 and Capterra listings	+0.4 pts	S
–	Correct “Starts at $299 per month”	not estimated	S

Expected recovery: the lift of the sources you choose, times how often the answers read them, capped at how far behind you are. A gap with too little evidence is listed as not estimated, never ranked as a zero.

The fix, drafted and shipped

The listing, the rewrite, the correction, drafted for you. Publish it to Webflow, WordPress or Shopify, send it to Jira, Linear or Asana, or let our team do it.

Add multi-client billing to /3pl-billingContent gap · M effort · +0.6 pts expectedIllustrative

Targets: “WMS with client billing portals” and 2 more prompts in the 3PL billing segment
Why: Both winning answers say Northport WMS bills each client natively. Your page never says you do.
Owner: Content lead, with the Citino team

Fix, drafted

Multi-client billing, built inBill every client on its own terms, per pallet, per order or per pick, and give each one a portal with its own invoices.

Publish to WebflowSend to LinearIn progress

Four kinds of fix

Missing listings, missing claims on your pages, technical fixes, and corrections when an engine gets a fact wrong.

Unknown is not zero

If Citino cannot estimate a gap, it says so instead of ranking it as zero.

Done with you, in your plan

Our team drafts fixes, claims listings and ships changes alongside yours, from 150 prompts up.

The verdict

Every fix gets a verdict

Did your change work, or did everyone move? Each fix is measured against what your competitors did over the same days.

Awaiting first retrieval

Nothing is measured until an engine has read the page you changed.

Measuring

The window fills a day at a time. Days when every brand moved are labelled, never dropped.

Confirmed, negative or inconclusive

A verdict lands only when the effect is bigger than its margin of error. Smaller than that is inconclusive, never 'early signs'.

Every experiment, one table

Every change, its effect and its verdict, so next quarter starts from what worked.

tallyfold.com/3pl-billing · first retrievedIllustrative

First retrieved2 Sepearliest engine

Next read5 Octexperiment measuring

Retrieval first, ranking later. A blank date two weeks after publishing is a retrieval problem.

3PL billing page rewriteNamed prompts · every day plottedIllustrative

You+8.321.1% → 29.5%

Competitors+0.5same days · subtracted

Net effect+7.8measuring · 5 Oct

Crateline comparison pageIllustrative

+4.1

confirmed clears its ±3.0 band

Pricing page refreshIllustrative

+1.2

inconclusive inside ±3.0 · ~30 more days

ExperimentsDid the change work, or did everyone move?Illustrative

Published changes5

Still measuring2

Confirmed1net effect outside its band

Experiment	Window	Net effect	Verdict
3PL billing page rewrite	19 of 30 days · 9 prompts	+7.8 so far	Measuring
Crateline comparison page	30 days · 7 prompts	+4.1 pts	Confirmed
Shopify integration guide	30 days · 8 prompts	−4.5 pts	Negative
Pricing page refresh	30 days · 6 prompts	within noise	Inconclusive
NetSuite connector docs	not retrieved yet	–	Awaiting first retrieval

Net effect is your change minus the median change across your tracked competitors, over the same prompts and the same days.

Status stays measuring until the effect clears its band.

One queue

Tallyfold's gaps this month

Illustrative figures; the method is real.

Work items in the queue

4 open · 1 in progress · 1 published

Highest expected recovery

+0.9

points · get listed on softwareadvice.com

Worked by the Citino team

alongside Tallyfold's own

Changes published

each with an experiment

3PL billing page rewrite

+7.8

net, so far · measuring until 2 Oct

Competitors' move subtracted

+0.5

what competitors did over the same days

FAQs

Does Citino write or publish the fix?

Yes, with you. Each fix is drafted, then published to your CMS, sent to your team's tracker, or done by our team. Citino never promises placement: the engines decide, and Citino measures what they decided.

Is the done-with-you help extra?

No. It is included from 150 prompts up and on every Agency plan, and every fix our team ships gets a verdict like any other.

How is a gap ranked?

By the visibility it should recover: how much the pages involved matter to the answers, capped at how far behind you are. It is an estimate, which is why every fix is measured afterwards.

What if a change is too recent to read?

It stays measuring until the window is long enough to read.

Why can't I exclude a bad day from an experiment?

Dropping days after seeing the result decides the answer in advance. Market-wide moves are removed by subtracting what your competitors did instead.

Can you forecast my visibility next month?

No. Nothing here is a forecast, because the honest answer is that nobody knows, including anyone selling you a number for it.

Turn the prompts you lose
into fixes that prove themselves

Two minutes to your first results. No card needed.

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