See what four engines actually told your buyer.
B2B SaaS
Software buyers are building their shortlists inside AI. See who keeps showing up — and what’s behind it.
Track the questions buyers ask while evaluating software. See which vendors AI names, the sources behind those answers, and where your marketing team can act.
A question your buyers are asking
Best revenue attribution tool for a B2B team with a 90-day sales cycle
Sourcepath Finding
You’re in this room. So are Competitor One and Competitor Two — and every engine that answered was reading somebody else’s page.
Three questions where AI wasn’t naming you. Three completely different jobs for marketing.
One company. One evidence system. Sourcepath read each question, and each one resolved into a different kind of work.
Buyer question
Alternatives to enterprise attribution platforms for mid-market teams
Not named by any of the four engines that answered.
No page on yourcompany.com matched this question closely enough to carry it.
“We don’t even have a page for that.”
Product Marketing
Create New Contentthe work is a page you haven’t written
Sourcepath Finding
Nothing you own answers this question. The evidence supports a page you haven’t written.
Opportunity
Create New Content
You get the outline before anyone writes a word — and every section in it came from somewhere.
Open in Content StudioBuyer question
Revenue attribution software that works with Salesforce and HubSpot together
Named by 1 of the 3 engines that answered. Missing from the other two.
yourcompany.com/integrations/attribution — a real match for this question.
“Wait — we already have a page for this.”
Product Marketing
Revamp Existing Contentthe work is on a page you already own
Sourcepath Finding
Your integration page already covers this question. The evidence supports three specific changes to it, and three page-level opportunities are already closed.
Opportunity
Revamp Existing Content
Nothing new needs commissioning. Sourcepath shows what the page already does well — and where the rest belongs.
Open in Content StudioBuyer question
How do the main revenue attribution platforms compare for B2B SaaS?
Not named by any of the three engines that answered.
All three answers cited the same outside page.
“Oh. This isn’t a website problem.”
Product Marketing
Third-Party Opportunitiesthe work is on a page you don’t own
Sourcepath Finding
The answers to this question are built on a page you don’t control — and it names your competitors by hand.
Opportunity
Third-Party Opportunities
Know exactly which external page deserves attention, what the gap is, and where the opportunity belongs.
Open in Brand & InfluenceThree visibility gaps. Three different marketing jobs.
Create New Content
a missing owned answer
Sourcepath gives you the outline and the evidence behind every part of it.
Revamp Existing Content
an existing page that needs work
Sourcepath attaches each change to the part of the page it belongs to.
Third-Party Opportunities
an influential source you do not own
Sourcepath names the page, the gap and the workstream it belongs in.
Six scans later
The same three questions. Three different things changed.
Alternatives to enterprise attribution platforms for mid-market teams
The page you published is now among the sources cited in answers to it.
Revenue attribution software that works with Salesforce and HubSpot together
Named by all three engines that answered. In the first reading, one.
How do the main revenue attribution platforms compare for B2B SaaS?
Listed on the guide. Verified on the page itself.
+133%
more of the same tracked buyer questions named Your Company.
3 of 12→7 of 12
Same comparable question set. Six scans apart.
The work that happened in between
The company, competitors, pages, publication and environment shown are representative, not customer data. Sourcepath records what each engine answered and which sources it cited, and has no access to how any model chose either.
One evidence system. Four ways to put it to work. Explore each Sourcepath intelligence layer.
The shortlist forms before anyone fills in a form.
Competitive Intelligence
Most of what decides your category, you didn’t publish.
Brand & Influence
Turn owned-site opportunities into actual work.
Content Studio
Every finding comes with the evidence behind it.
Questions
What B2B SaaS teams ask before they start. Straight answers, no hedging.
What is AI Search Intelligence for B2B SaaS?
Software buyers increasingly run discovery, comparison and shortlisting inside AI assistants rather than a page of search results. AI Search Intelligence is the practice of observing what those assistants actually answer for the questions your buyers ask, and which sources they cite when they answer, so marketing can work from evidence rather than assumption. See what the platform covers.
Which AI platforms does Sourcepath monitor?
ChatGPT, Claude, Gemini and Perplexity. Sourcepath records each one separately, because they do not answer the same buying question the same way. A vendor named by three of them and missed by the fourth is a different situation from one named by all four, and a single blended score would hide the difference.
How is AI visibility different from citation coverage?
Visibility is whether your brand appeared in the answer. Citation coverage is whether your own domain was cited as a source for it. They move independently, and in B2B SaaS it is common to be named often while almost none of the citations point at you — because the answer was assembled from review platforms, buying guides and comparison pages instead. Sourcepath reports the two separately, and never as one number. See how both are reported over time.
How does Sourcepath decide whether an opportunity belongs on our site or somewhere else?
It follows the evidence, and it resolves four ways. If nothing you own answers a tracked buyer question, that is a page to create. If a page already covers it but the cited pages carry things yours does not, that is a page to improve. If the answers are built on a destination you do not control, the work belongs there instead — a profile, a listing, an integration. And when something you have already published is doing the job, Sourcepath says so rather than inventing work for your team.
Can Sourcepath analyse third-party sources such as review platforms, analyst sites and buying guides?
Yes. Sourcepath classifies the specific page that was cited rather than the website it sits on — one publisher can host a customer review profile and an analyst document, and those are different kinds of work belonging to different teams. It also tells you how much of each source it was able to read directly, so you know how firm the ground is before you act on it.
Can Sourcepath identify competitors we are not already tracking?
Yes. Organisations that appear in answers to your tracked questions but are not on your competitor list are surfaced separately from the ones you added. In B2B SaaS that regularly turns up names outside the set marketing maintains — a smaller vendor a particular question keeps returning, or a category entrant nobody has got round to adding.
Can Sourcepath help us create or improve content based on this evidence?
Yes, when the work is on your own site. For a page you do not have, you get its recommended structure before anything is written: the sections to include, and what the evidence says each one should cover. For a page you already have, you get the specific changes named against the parts of the page they belong to — and a check on what actually landed once the work is done.
How is Sourcepath different from a traditional SEO platform?
An SEO platform’s answer to every finding is work on your own website, because that is as far as its evidence reaches. Sourcepath observes what AI assistants answered and what they cited — and a large share of what gets cited in software buying questions is not published by any vendor. So some of what Sourcepath finds is work on your site, and some of it is not.
How does AI search optimization for B2B SaaS actually work?
You track the buyer questions that shape a shortlist, and Sourcepath records what each monitored AI engine answers for them: which vendors get named, which pages and third-party sources the answer cites, and where you are absent. That evidence is what turns into work — a page to write, a page to strengthen, or an outside source worth pursuing — and it is read again on the next scan. See how SEO and AEO teams work this evidence.