What Does It Mean to Structure a Press Release for AI Citations?
Structuring a press release for AI citations means writing it so a machine can lift a clear, attributable fact from it: an obvious news statement, labelled sections, specific figures, a source link and a way to reach the company.
An AI citation, in the studies below, is a timestamped event in which an AI system such as ChatGPT or Claude cites a release as a source in an answer. It is not the same as a journalist covering the news. Our explainer on whether ChatGPT reads press releases covers why a release alone rarely changes what AI says about a company; this guide is about making the release you do send as usable as possible.
The evidence base is new and comes from the wires themselves. Notified, “the communications technology company that operates GlobeNewswire,” published its study on October 29, 2026, and TMX Newsfile published its length analysis on October 30 (Notified; TMX Newsfile). Both sell distribution. Read them as useful vendor research, not neutral audits.
How to Structure a Press Release for AI Citations at a Glance
| Step | Action | Expected result |
|---|---|---|
| 1 | State the news in the headline and first paragraph | A one-sentence fact a reader or model can quote |
| 2 | Say plainly what is new, if it is | The novelty is explicit, not implied |
| 3 | Break the body under descriptive subheadings | Sections such as “Key Findings” or “Financial Highlights” |
| 4 | Replace adjectives with specific facts | Figures, dates, names and places in every section |
| 5 | Link to your own website | A source page that confirms the release |
| 6 | List a shared media inbox as well as a person | A contact that still works next year |
| 7 | Let the news set the length | No padding, no missing context |
| 8 | Get it right before it goes out, then keep it online | The first version crawled is the correct one |
Time: an extra 30 to 60 minutes on a normal release, our estimate. Tools: your release draft, the newsroom page it links to, and the wire’s submission form. Cost: none beyond distribution. Skill level: intermediate.
What You Need Before Starting
You need a release that is already newsworthy and accurate, a page on your own site that confirms it, and a contact address that someone monitors. If you are starting from scratch, our guide to writing a press release covers the basic form.
- A crawlable newsroom page. The link in Step 5 has to go somewhere. Our guide to creating an online newsroom covers dated release pages and a media contact.
- A wire that lets AI crawlers in. Our review of what wire services tell AI crawlers found four of five permit them by default; check yours.
- Sign-off on the figures. Every number you add in Step 4 needs an owner who will stand behind it. This is not legal advice; listed companies should follow their disclosure counsel.
Step 1: State the News in the Headline and First Paragraph
Write a headline that names the company and the event, and a first sentence that a stranger could quote on its own: who did what, when, and the key number. This is the same advice Google gives for its AI features, which says “The best practices for SEO remain relevant” and that there are “no additional requirements” to appear in AI Overviews or AI Mode (Google Search Central). A clear lead is the oldest rule in release writing, and nothing in the 2026 studies changes it.
Example, which is ours: “Acme Robotics raised $40 million in a Series B led by Example Ventures on October 29, 2026, to open a plant in Ohio.” Not: “Acme Robotics is thrilled to announce an exciting new chapter.”
Step 2: Say Plainly What Is New
If the announcement is genuinely a first, a record or new research, say so in plain words and say compared with what. Notified found that “Releases built on proprietary research earned no citation lift unless they stated their novelty plainly,” and that announcements using “first-of-its-kind” language “garnered 60% more AI citations” (Notified).
Use that finding carefully. A “first” you cannot prove is a liability with journalists and possibly with regulators, and AI systems that repeat it will repeat it with your name attached. Our recommendation, not a study finding: write “the first [X] to [Y], according to [source or method],” and leave it out if you cannot fill in the brackets.
Step 3: Break the Body Under Descriptive Subheadings
Divide the body into short sections with headings that say what is in them, such as “Key Findings,” “Financial Highlights,” “Availability and Pricing” or “About the Study.” This was the strongest structural association in Notified’s data: releases with “descriptive subheadings such as ‘Key Findings’ or ‘Financial Highlights’ received 61% more AI citations” (Notified).
% more AI citations, as published by Notified
Source: Notified, “Press Releases with Descriptive Section Headings Receive 61% More AI Citations, New Notified Study Finds,” GlobeNewswire, October 29, 2026. Read October 31, 2026.
Notified calls these “observed associations, not proof of causation.” Not charted: FAQ sections (−1.6%, which Notified calls neutral) and naming only an individual contact (12% fewer). The release gives 61% as compared with “the average release”; it does not state the comparison base for every figure. Notified sells distribution, so this is vendor research.
The chart shows that four of the five strongest associations are about how a release is built and signed off, not what it announces, which is why the steps below concentrate on structure.
Labels such as “Overview” or “More Information” tell a reader nothing. Write the heading as the answer to a question someone would ask about the news. Notified’s own release follows its advice: it uses “Key Findings by SOAR Pillar” and “What This Means for Communicators.”
One thing not to add for its own sake is an FAQ block. Notified found FAQ sections had a “neutral relationship with AI citations (−1.6%)” (Notified). If readers really ask those questions, keep it; if it repeats the release, cut it.
Step 4: Replace Adjectives With Specific Facts
Go through the draft and swap every claim word (“leading,” “significant,” “innovative”) for a fact a reader can check: a number, a date, a customer name, a location or a named method. Notified reports that releases with high fact density “earned 29% to 33% more” AI citations (Notified). The public release does not define fact density, so we cannot tell you the threshold it used.
A practical test, which is ours: if a sentence would still be true of a competitor, it is not a fact about you. Our guide to writing a company boilerplate applies the same test to the “About” paragraph, which AI systems often reuse when describing a company.
Step 5: Link to Your Own Website
Include at least one link to a page on your own domain that confirms the news, such as the release on your newsroom, a product page or an investor page. Notified says linking to a company’s website was associated with 57% more AI citations and calls it “the most consistent signal associated with higher AI citations” (Notified).
Make the destination worth citing. A homepage link proves little; a dated page with the same facts gives a reader, or a model, a second source on your own domain. Track it with campaign tags if you want to see who clicks; our guide to tracking press links with UTM parameters covers the format.
Step 6: List a Shared Media Inbox as Well as a Person
Put a monitored role address such as media@ or press@ in the media contact block, and add a named person beside it if you like. Notified found that a generic corporate media email “was associated with 38% more citations, while naming only an individual contact was associated with 12% fewer” (Notified). The release does not explain why. One plausible reason, which is our speculation, is that a role address signals an organization rather than a single agency contact who may move on.
Whatever the reason, a role address is better practice anyway: it still works when the person leaves, and the release keeps being read for weeks (Step 8). Make sure someone answers it.
Step 7: Let the News Set the Length
Write as long as the news needs and no longer: short for a simple announcement, long when there are results, data or terms that a reader needs. TMX Newsfile found that releases of 1,500 words or more received “4.2× as many average human views as releases under 400 words,” and 5.3 times the median views (TMX Newsfile). AI activity behaved differently: the average “more than doubled” from under 400 words to 700 to 999 words, held steady at 1,000 to 1,499, and declined at 1,500 or more, while the median kept rising to 2.3 times the shortest group.
Newsfile itself warns against reading a target into this. It says the analysis “does not establish an ideal word count,” and that longer releases may draw attention “because they contain more significant corporate news or detailed information, not simply because they have more words” (TMX Newsfile). It also reports that nearly 83% of the releases it studied were under 700 words.
The two studies measure different things, which the table below sets out. It is our comparison of the two public summaries.
| Notified (GlobeNewswire) | TMX Newsfile | |
|---|---|---|
| Published | October 29, 2026 | October 30, 2026 |
| Releases studied | 26,670 English-language releases, June to July 2026 (summary also says “more than 25,000”) | More than 30,000 releases, January 1 to September 30, 2026 |
| What is measured | AI citation events: “more than 850,000” in the methodology, “nearly 1 million” elsewhere | Human views and “AI activity” in the first 72 hours |
| AI systems named | ChatGPT and Claude | Not named in the summary |
| Main structural finding | Descriptive subheadings: 61% more citations | Length: more human views; AI activity levels off |
| Caveat given | “observed associations, not proof of causation” | “does not establish an ideal word count” |
The two citation totals in Notified’s release do not match each other; we report both and could not resolve which applies to which cohort without the gated full report.
Step 8: Get It Right Before It Goes Out, Then Keep It Online
Treat the version you send as the version AI will remember: check every figure, name and link before distribution, and keep the release live on your newsroom afterwards. Notified says more than 56% of ChatGPT and Claude citations “arrived after week one,” and that “both models mostly cited the version they crawled first, highlighting the importance of getting the story right before distribution” (Notified). Its FAQ puts the share at 56.4%, up from 48.4% in April 2026, and gives median times to first citation of 1.2 hours for ChatGPT and 46 hours for Claude.
That has a practical consequence for corrections. Fixing a figure on the wire after release may not fix what an AI system already holds. Correct it at source, publish the corrected version on your own site, and say what changed. Our recommendation, not a study finding.
How to Verify It Worked
Check the release as a machine would see it, then ask the AI tools about the news a week or two later.
- Structure: view the published wire page and confirm the subheadings survived the wire’s formatting as real headings, not bold text run into paragraphs.
- Links: click every link from the published version, including the one to your site.
- Contact: send a test message to the media inbox.
- AI answers: after a week, ask ChatGPT, Claude, Perplexity and Google’s AI Mode a plain question about the news and note which sources they cite. Our guide on checking what AI says about your company sets out a repeatable prompt log.
Common Problems and Fixes
| Problem | Likely cause | Fix |
|---|---|---|
| AI answers cite an old figure | The first crawled version was wrong | Correct at source and on your newsroom; note the change |
| Subheadings vanish on the wire page | Formatting lost in submission | Use the wire’s heading style or ask the editor to fix it |
| Release cited, company site not | No link, or a link only to the homepage | Link to a dated page with the same facts |
| Journalists cannot reach anyone | Contact block names only an agency person | Add a monitored media@ address |
| AI repeats an unsupported “first” | Novelty claim with no basis given | Remove it or add the basis, then republish |
| Release is cited but not covered | AI citation is not coverage | Pitch reporters separately; see our pitching guide |
What Not to Do
Do not claim a “first” you cannot support. Consequence: an AI system may repeat it under your name. Correction: state the basis or drop the claim.
Do not pad a release to reach a word count. Consequence: Newsfile’s own data shows no ideal length, and filler dilutes the facts. Correction: add detail only where it informs.
Do not bolt on an FAQ that repeats the release. Consequence: Notified found no lift (−1.6%). Correction: add questions only if readers ask them.
Do not treat an AI citation as earned coverage. Consequence: you report the wrong result. Correction: measure coverage and citations separately; our guide to pitching a journalist by email covers the coverage side.
Frequently Asked Questions
Do press releases get cited by AI tools like ChatGPT and Claude?
Yes, according to Notified’s October 29, 2026 study of 26,670 GlobeNewswire releases, which counted more than 850,000 AI citation events and found more than half arrived over a week after publication. Notified sells distribution, so this is vendor research.
What makes a press release more likely to be cited by AI?
In Notified’s data, descriptive subheadings were linked to 61% more AI citations, “first-of-its-kind” language to 60%, a link to the company’s website to 57%, a generic media email to 38% and high fact density to 29% to 33%. These are associations, not proof.
How long should a press release be for AI search?
No study sets an ideal length. TMX Newsfile found longer releases drew more human views, but average AI activity levelled off from about 700 words and fell for releases of 1,500 words or more.
Should I add an FAQ section to a press release?
Only if readers would ask those questions. Notified found FAQ sections had a neutral relationship with AI citations, at −1.6%.
Do I need special markup or an AI file for my release to appear in Google AI Overviews?
No. Google says there are no additional requirements or special optimizations to appear in AI Overviews or AI Mode, and no new machine-readable files or special schema.org markup are needed.
Can I fix a press release after AI tools have cited it?
You can correct it, but Notified found ChatGPT and Claude mostly cited the version they crawled first. Check facts before distribution, and publish any correction on your own site as well.
Sources and Methodology
This guide is built from Notified’s October 29, 2026 release on its AI citation study and the report’s landing page, TMX Newsfile’s October 30, 2026 analysis of press release length, and Google Search Central’s documentation on AI features, all read on October 31, 2026. The full Notified report is gated, so we used only the figures in the public release. The step order, the side-by-side study table and the advice on novelty claims, contacts and corrections are our own recommendations and analysis, not findings of either study. We did not test any release ourselves.
- vendor research Notified via GlobeNewswire, Press Releases with Descriptive Section Headings Receive 61% More AI Citations, New Notified Study Finds. All Notified figures, methodology, caveats and quotes; read in the syndicated copy on FinancialContent. Read October 31, 2026.
- vendor research Notified, Q4’26 AI citation research (report landing page). Report is gated; sample described as more than 25,000 releases. Read October 31, 2026.
- vendor research TMX Newsfile, Do Longer Press Releases Get More Attention? An Analysis of 30,000+ Releases. Length findings, sample, caveats. Read October 31, 2026.
- platform documentation Google Search Central, AI features and your website. No special optimization or markup needed for AI Overviews and AI Mode. Read October 31, 2026.