AI search starts to divide the pilot program for reference sources, should the income口径 of content stations be changed?

AI search starts to divide the revenue from reference sources into a pilot program, should the revenue scale of content sites be changed? Not yet. The scale given in the public report is as follows: A report by a webmaster in October 2026 states that about a hundred long-term publishers are participating in this pilot program, and the payment standard is one thousandth of the advertising revenue. These two numbers determine the coverage of the project, not the emergence of a new revenue category. It is separated from content decision-making as an income model by three undetermined items: qualification for participation, settlement rules, and scaling.

The pilot program's numbers indicate coverage, not revenue.

The worth mentioning is the direction: Starting from the retrieval side, the act of being 'cited' has changed from mere exposure to a valuable relationship. The practical significance for content platforms is that the verifiability of being cited begins to have economic implications, not just traffic implications.

The worth mentioning is the scale. The proportion of one thousandth added to the scale of more than a hundred participating parties indicates that it now undertakes mechanism verification. Adjusting income expectations with such numbers, a common consequence is to invest resources in equal distribution rather than in making others willing to cite your content.

The three items that can be controlled within the station for the act of being cited

The first is the source of the name. The name should fall on the page itself: indicate who the data comes from and which original material the conclusion corresponds to, rather than just listing a string of sources at the end. The numbers with the name must also match the source, and when the source cannot be verified, the name actually reduces credibility.

The second is time information. The release time and update date should be understandable to machines, the time factor of AnQiCMS and the scheduled release play a very direct role here: content goes online at the set time, the time field is consistent with the content status, avoiding contradictions such as 'the main text says this month, but the timestamp is last year'. The cost of inconsistent content on the search side is that it is judged as expired or its citation is downgraded.

The third is the degree of self-inclusion of content. Citing usually occurs when the other party only needs to extract a paragraph, so it is very important whether a sentence can be independently recounted without the context. The approach is to have each section form a complete answer by first giving the conclusion and then the conditions, avoiding placing the key limitations on another page or image.

How to match the time factor with the attribution scope

Both attribution and time belong to the 'scope' configuration category and require a set of unified conventions, otherwise there will be contradictions within the site.

The attribution standard: it is agreed that external data should always specify the source and statistical time, and numbers without sources should not appear on the site; the original source of转载 and collected content should be indicated, and the original text and processed drafts should be distinguished.

The time standard: it is agreed under what circumstances to change the release date, and under what circumstances only to update the content time, the two cannot be mixed. Timely release is suitable for columns with batch scheduling, and emergencies should retain the actual update time.

These two conventions should be written into the editing process, which has a greater impact on the probability of being cited than any single configuration, because the retrieval side reads a consistent expression within the site.

The boundary of collected content should be defined first.

The sites that supplement materials with content collection need to pay special attention: The batch content often contains others' signatures and timestamps, and if released directly, it will reduce the verifiability to zero and bring source conflicts into the site. The reasonable approach is to collect only as a source of materials, and go through content review and sensitive word filtering before storage, rewrite the signatures and timestamps, and maintain the processed articles and the original text separately. After the division mechanism appears, the risk of such content without source marking will only be higher, not lower.

Test the citation before discussing the division.

It is recommended to arrange the sequence of actions within the site like this: first, use your own logs to confirm whether the crawling and understanding are smooth, this step falls under authorization configuration and llms.txt, AnQiCMS supports automatic generation of llms.txt, make it clear the site structure and key entry; then, inspect your own content according to the theme to see if it is self-contained at the level of sections; finally, check the number of references and the increase in visits from the source.

Once these three steps have stable readings, if the scale of the mechanism really takes off, you already have a set of口径 that can be directly handled; if it doesn't, the investment is in the quality of the content itself.

Common questions

Should we modify the content structure specifically for the split?It's not worth it. Change it to be self-contained, signed, and consistent in time; the benefits of these items do not depend on whether the split exists.

Does the proportion of one thousandth have any reference significance?It only indicates the orientation of the mechanism and does not constitute an expectation of benefits; the qualifications for participation and the settlement methods have not been determined yet.

Will the site description file affect the citation?It solves the cost of understanding, but does not determine whether the other party will cite; it is meaningful to look at it together with the degree of self-containment.

Can the collected content be published directly?It should not be published directly; at least the name and time口径 should be redone and reviewed, otherwise the name and source will not match.