What are AI answer sources

AI answer sources are pages, domains, and materials that AI models can use when generating answers to users’ questions.

In Semly, sources help you understand where AI models get information about your brand, competitors, products, services, and market category. Thanks to them, you can check why one brand appears more often in AI answers, while another is left out.

Why are sources important?

AI models don’t answer in a vacuum. When creating an answer, they use information available in different places on the Internet and data they already know or can fetch while generating the answer.

Sources can affect:

• whether AI knows your brand

• how AI describes your brand

• whether AI recommends your brand

• which competitors AI compares it with

• what advantages or limitations it points out

• whether information about the brand is up to date

• whether the brand is visible for important prompts

Sources help you understand why AI gave a specific answer and which places on the Internet can affect your brand’s visibility.

What can be a source of AI’s answers?

Any page or material that provides information useful for the AI model can be a source.

Examples of sources:

• brand homepage

• category pages

• product pages

• blog articles

• guides

• rankings

• comparisons

• company directories

• marketplaces

• reviews

• online forums

• industry media

• partner websites

• manufacturer websites

• knowledge bases

• documentation

• FAQ pages

In practice, the source can be both your own website and an external service that describes your brand, competition, or product category.

The best sources are those that clearly and specifically describe the brand, offer, advantages, products, and the context in which the company should be recommended.

Own and external sources

In the analysis, it’s worth distinguishing between two types of sources.

Own sources

These are the sites you control.

Examples:

• brand website

• blog

• knowledge base

• FAQ

• category pages

• product pages

• landing pages

• documentation

• guide subpages

Own sources are important because you can improve, update, and develop them.

External sources

These are pages you don’t have direct control over, but they can affect AI answers.

Examples:

• rankings

• reviews

• catalogs

• industry articles

• forums

• marketplaces

• media

• comparison sites

• partner sites

External sources are important because they can build brand credibility or strengthen the visibility of the competition.

If AI often uses external sources where your brand doesn’t appear, this might be an important gap to fill.

Where to find sources in Semly?

To go to sources:

1. Log in to the Semly panel

2. Go to the Sources section

3. Check the list of domains and URLs

4. Click a chosen source to see the details

In the Sources section you can see among other things:

• a list of sources detected in AI answers

• source SOV, or Share of Voice

• the number of answers linked to the source

• the number of source occurrences

• occurrences of your brand next to a given source

• sources that appear together with the analyzed source

• prompts related to the source

What does a source mean in the report?

If a source appears in Semly, it means it has been linked to the AI answers analyzed in the project.

This can mean that:

• the AI model used a given page as context for the answer

• a given domain was indicated as the source

• content from this domain is linked to the analyzed prompt

• the source appears together with your brand or your competition

• a given page supports answers related to a specific category

A source doesn’t always have to mean that the model directly quoted a given page in the answer. Depending on the AI model and how it generates answers, the source can be visible as a citation, link, domain, or context used in the analysis.

Not every AI model shows sources in the same way. That’s why it’s worth analyzing them together with the prompt, the model’s answer, and brand visibility.

How do sources affect brand visibility?

Sources can either boost or limit a brand’s visibility in AI.

If many reliable sources describe your brand in a specific context, AI models can more easily connect it with users’ questions.

Example:

A user asks:

If your brand shows up in rankings, guides, industry articles and has well-described product categories, AI can have more reasons to mention it.

But if your competitors appear in many sources and your brand doesn’t, the model may recommend the competition more often.

Sources are one of the most important signals showing why AI chooses specific brands in its answers.

Sources vs competitors

Sources help you understand why the competition might show up more often than your brand.

If a competitor has higher visibility, check:

• which sources support its visibility

• does the competitor appear in rankings

• does the competitor have better guides

• is the competitor present in directories

• does the competitor have more reviews

• does the competitor have stronger category pages

• is the competitor quoted more often by AI models

Example:

Analyzing competitor sources helps you find places worth checking before you create new content or PR activities.

Sources vs prompts

It’s worth analyzing sources in the context of specific prompts.

The same source can be very important for one question but irrelevant for another.

Example:

A source with a ranking of online stores can matter a lot for the prompt:

But it can matter less for the prompt:

So when you’re analyzing a source, check:

• which prompts it appears for

• whether it supports your brand

• whether it supports competitors

• whether it relates to the right category

• whether it matches the user’s intent

• whether it appears for purchase-related prompts

The most valuable sources are the ones that show up for prompts close to a purchase decision.

What does source SOV mean?

Source SOV, or Share of Voice, shows the share of a given source in the analyzed AI answers.

In practice, it answers the question:

If a source has a high SOV, it means that it appears often in the answers or is often linked to the analyzed prompts.

A high source SOV can mean that:

• the model often uses this domain

• the source is important in a given category

• the source supports competitors’ visibility

• the source can influence how brands are described

• it’s worth checking if your brand is present there

Source SOV is different from brand SOV. Source SOV refers to the share of a domain or page in AI answers, while brand SOV refers to a brand’s share compared to other brands.

How to recognize a valuable source?

Not every source has the same value.

A valuable source most often:

• shows up with important prompts

• relates to the right category

• is up to date

• contains specific information

• describes brands in a comparative way

• is related to the user’s intent

• supports a purchase decision

• is used by more than one AI model

• appears together with competitors

• can influence AI recommendations

Example of a valuable source:

An example of a less valuable source:

Don’t judge a source only by its domain. Check for which prompts it appears and whether it actually affects the visibility of the brand or competitors.

Which sources are worth developing?

You have the biggest influence on your own sources.

It’s especially worth developing:

• category pages

• product pages

• shopping guides

• articles that answer customers’ questions

• product comparisons

• FAQ

• knowledge base

• pages with information about delivery, returns, and payments

• pages describing the brand’s advantages

• local content if the company operates locally

For external sources, it’s worth checking:

• rankings

• industry directories

• review portals

• industry media

• partner websites

• comparison sites

• marketplaces

• forums and communities

If AI often uses a given type of source, treat it as a hint about what content or external presence is worth developing.

How do sources connect to recommendations?

Sources are often the basis for recommendations generated in Semly.

If the system detects that your brand doesn’t show up next to an important source or that competitors have an edge in a specific topic, it can suggest an action.

Recommendations can cover:

• creating an article

• expanding the knowledge base

• improving brand data

• filling in product descriptions

• improving the category page

• checking the robots.txt file

• increasing presence in external sources

• preparing content for a specific prompt

Example:

Sources show the cause of the problem, and recommendations help you move from analysis to action.

The most common issues related to sources

When you analyze sources, you might notice a few typical situations.

Your website doesn’t appear as a source

Possible reasons:

• the content is too generic

• the website doesn’t answer the prompts being analyzed

• there’s no sitemap

• AI bots have trouble accessing it

• important pages aren’t well linked

• the content isn’t up to date

Your competitors appear in many sources

Possible reasons:

• competitors show up in rankings

• competition has more reviews

• competition has better guides

• competition is present in directories

• competition has stronger external content

Sources are outdated

Possible reasons:

• old articles still show up in the answers

• offer information hasn’t been updated

• external sites describe the brand imprecisely

• AI uses archival or older data

If the sources contain incorrect information about the brand, it’s worth tidying up the data on your own site and in the most important external places as soon as possible.

How to analyze sources step by step?

If you don't know where to start, use a simple framework.

Step 1: Check the main sources

See which domains show up most often in AI answers.

Step 2: Check the SOV (Share of Voice) of the sources

Identify the sources with the biggest share.

Step 3: Check your brand’s presence

Check if your brand appears next to the key sources.

Step 4: Check the competition

See if the sources more often support your competitors.

Step 5: Check the prompts

Assess for which questions a given source matters.

Step 6: Check the type of source

Determine whether it’s a ranking, blog, forum, directory, product page, how-to guide, or another type of content.

Step 7: Choose an action

Based on the analysis, decide whether you need to improve your own content, prepare new content, review a recommendation, or make sure you’re present in an external source.

What to avoid when analyzing sources?

The most common mistakes are:

• analyzing just the list of domains without the context of prompts

• assuming that every source has the same impact

• skipping competitor sources

• ignoring outdated information

• not checking the details of the source

• focusing only on your own website

• ignoring rankings and directories

• not moving from analysis to recommendations

Sources are most useful when you analyze them together with prompts, competition, AI model responses, and recommendations.

What to do after analyzing the sources?

After analyzing the sources, choose specific actions.

You can:

• improve the content on your own website

• expand category pages

• improve product descriptions

• create an article in the Content Generator

• add content to the knowledge base

• update the FAQ

• check the robots.txt file

• analyze competitors’ sources

• plan PR activities or presence in directories

• monitor changes in visibility over time

Related articles

Summary

AI answer sources show where models can get information about your brand, competitors, and category. Thanks to them, you can better understand why AI recommends certain companies and what affects your brand visibility.

Most important rules:

• analyze sources together with prompts

• check SOV (Share of Voice) of the sources

• compare your own and external sources

• check which sources support the competition

• look for gaps in important sources

• develop content that answers customers’ questions

• use sources to plan recommendations and actions

Sources help you move from the question “why does AI recommend the competition” to concrete actions that can improve your brand’s visibility.