Give an editor a reason their readers would care about your business's knowledge. Earned media starts with the publication's decision that a story or source is useful. ROI.LIVE builds the material before the pitch: a supported finding, relevant expert or operational example with permission. The goal is coverage a reader can assess on its merits.

Treat AI citations as one outcome to observe after the work runs. A promised citation lift can be appealing when you want the business to get found, but it does not justify manufacturing mentions or forecasting a fixed result.

Read distribution research within its scope

Read the evidence

Keep the distribution result inside its study

Reported finding

239% median citation lift

Observed study

87 stories; 30 brands; eight AI platforms.

Meaning

A finding from the authors' distribution study.

Boundary

Not a universal result for press releases or independent editorial placement.

This is the authors' reported result for their distribution study. It is not a universal press-release result or the probability that a new story will be cited.
Read the full explanation

Stacker and Scrunch report a 239% median citation lift in their study of 87 stories across 30 brands and eight AI platforms. That is a published finding about their distribution study, not a universal result for every press release or independent editorial placement.

Before using a study to plan your spending, keep its population, measurement window and method beside the result. A large share of citations from one source type does not tell you the chance that your next story will be cited. It cannot carry that budget decision on its own.

Match the story to a publication's readers

Read the publication's recent work before deciding it is the right place for the story. Identify the reader question your source can answer and the evidence it adds. For a specialist buyer, a relevant trade outlet may be a better fit than a broad national title, depending on the subject.

There is no universal tier order that makes one publication more valuable in every AI response. Consider audience fit, editorial standards, discoverability and the actual source material. The mentions and backlinks guide keeps those outputs distinct.

Prepare a source pack

Make the source pack usable for someone who has never worked with you. Include a one-paragraph finding, method note, supporting records or data, a named contact and any approved quotations. Keep dates, population and limitations together. Add a chart or image only when you have the right to share it and it represents the finding with accuracy.

For a customer example, preserve the exact approved public version. For original research, use the method checklist. A journalist should not have to discover the missing denominator after deciding to use the statistic.

A worked pitch structure

This is an illustrative pitch outline, not a message sent to a publication. A regional business outlet covers hiring delays. A local employer has a documented, anonymized analysis of the time between application, interview and accepted offer, with a clear sample and date window.

The pitch can explain which stage took the longest, offer the method and make an appropriate source available. It should not claim to establish every employer's hiring problem or invent a causal explanation for the delay. The usefulness comes from a relevant local record and a person able to explain it.

A worked example

A pitch built around an answerable question

Reader question

Which stage delays this local hiring process?

Evidence

A dated sample, stage definitions and anonymized counts.

Source

The person responsible for the records and process.

Boundary

One employer's observations, not an industry estimate.

This is an illustrative pitch outline, not a sent message or client finding. One employer's records cannot establish an industry-wide explanation.
Read the full explanation
Reader question

Which step is delaying this local hiring process?

Evidence offered

A dated sample, stage definitions and anonymized counts.

Available source

The person responsible for the records and process.

Boundary

One employer's observations, not an industry-wide estimate.

Keep paid and independent activity separate

Label sponsored placements and paid distribution according to the applicable requirements. Do not report a guaranteed syndication package as independent editorial endorsement. Record the original story and its copies so the count does not imply more independent reporting than occurred.

Know which work you are buying before the budget leaves the business. Research, outreach, production and paid distribution are different services. A fractional leadership engagement includes public relations only when the contract says so.

Measure the result and maintain the source

Record published URLs, dates, corrections, identifiable referral visits and qualified enquiries. If measuring AI citations, use repeated saved observations and a clear denominator. Do not attribute every later brand-search increase to one placement.

Keep the source page current and preserve its method. Correct errors in the original and contact publications that relied on the affected claim. The fame-content guide explains how repeated relevant exposure can support a broader plan without being confused with immediate revenue.

Choose one finding you can support and one publication whose readers could use it. Build the source pack first, so there is something worthwhile to offer. A coverage guarantee does not replace that work or the publisher's decision.

Questions owners ask

Does the 239% study result predict a campaign’s lift?

No. It is the reported median from a specific Stacker and Scrunch distribution study. Its population and method limit how it can be applied elsewhere.

Is paid syndication the same as independent earned coverage?

No. Record and label paid distribution separately from an independent editorial decision. Distinguish the original story from republished copies.

What should a source pack contain?

A relevant finding, its method and dates, supporting records, approved quotations or visuals where available, and a person who can explain the evidence.

Should the highest-profile publication always be the priority?

No. Audience fit, subject expertise and the usefulness of the source matter. A relevant specialist publication may better serve the intended buyer.

Sources and method

External claims use the sources below. Worked examples and tools are labeled in the article; they are not customer results.

Substantively revised September 8, 2026. Definitions, calculations, sources and internal destinations were reviewed for this edition.