Third-party trust
Models read brands that show up across press, review sites, Reddit threads, and podcast transcripts. Anything a marketing team published on its own domain gets discounted. Third-party citations carry the weight.
AEO for B2B SaaS
Land on the shortlist
ChatGPT reads
before the SDR calls.
Your buyers ask ChatGPT, Perplexity, and Gemini for three tool names before they ever open G2. We put your SaaS on that list, with a press and entity stack that compounds month over month.
20 SaaS seats this quarter, 9 remaining
·
Founder-led · 1,000+ features placed
ChatGPT · gpt-5
best customer data platform for a Series A SaaS under 75 people
At that stage, three tools dominate the shortlist. Segment is the default when the team already lives inside Twilio and wants a mature integration catalog. RudderStack wins on warehouse-first architecture and is usually cheaper past 50 million events. Hightouch shows up when reverse ETL is the real job to be done.
forbes.comtechcrunch.comreddit.com/r/SaaSsaastr.com
The budget math nobody in growth shows the CEO
Cold outbound is dying. Paid ran 3x. Content takes a year. And the models already picked a winner.
Gmail and Yahoo's 2024 sender rules crushed cold email reply rates by about 60%. LinkedIn CPMs tripled in four years. A DR 30 SaaS blog cannot outrank HubSpot on a category term. G2 category sponsor seats run 150 to 250 thousand a year. The fastest channel left is also the only one most SaaS teams are not running yet.
Meanwhile ChatGPT gives your buyer three tool names on their first prompt. Once the model locks in those three, it keeps reading them back. Bain puts 30 to 50 percent of B2B research inside AI answers already. That number is not going down.
40%
Of B2B SaaS buyers now use ChatGPT or Perplexity during the research phase (Bain / Forrester, 2024)
How LLMs pick the three SaaS tools they name
Three signals. Every model. Every prompt.
ChatGPT, Perplexity, Claude, and Gemini do not guess. They weigh the same three inputs when a buyer asks for category recommendations.
Clean entity
Schema, Wikidata, Crunchbase, G2 profile, founder identity. When those line up, the model knows the SaaS is one thing. When they contradict each other, the model skips the brand and cites a cleaner alternative.
Recent signal
A Reddit thread last week moves the needle more than a TechCrunch feature from 2022. Models weight the last 90 days of mentions heavily. SaaS categories with fresh activity push stale incumbents aside fast.
The SaaS retainer, piece by piece
Seven systems. One citation flywheel.
Each piece earns citations on its own. Together they compound. Press feeds the entity graph. The entity graph feeds schema. Schema tightens what the model extracts. Prompt tracking points us at the next quarter's gaps. Nothing ships as a one-off deliverable. Everything plumbs into the next layer.
SaaS AEO
Citation Flywheel
Citation Flywheel
Visibility Rating
Schema
Entity Graph
SaaS Press
Reddit Signal
Prompt Tracker
Alt-to Pages
1SaaS visibility rating
Before you spend a dollar, see where your category stands.
Week one, we run your SaaS against 40-plus buyer prompts the way a real prospect would ask them. Category queries. Alternative-to queries. Startup-size qualifiers. We score how often your brand gets named, which competitors the model prefers, and which citations are doing the lifting for them.
- 40+ SaaS-specific prompts tested across ChatGPT, Perplexity, Claude, Gemini, Google AI Overview
- Category share-of-voice scored against 5 direct competitors
- Citation source breakdown, so you see which outlets and subreddits feed which models
- First rating delivered inside 5 business days of kickoff
0
Category Visibility
↑ +54 pts vs baseline
2Schema & structured data
Make the pricing page, category page, and alt-to pages readable to a model.
Most SaaS sites have a hero, a features section, and a pricing table the model cannot parse. We rewrite the JSON-LD across the pages models actually pull from: pricing, category, integrations, alternative-to. SoftwareApplication, Offer, Review, FAQ, HowTo. Every page lines up with how a buyer phrases the question.
- SoftwareApplication and Offer schema across pricing and category pages
- Review, AggregateRating, and FAQ blocks synced to your G2 and Capterra reviews
- Entity disambiguation and sameAs links into Wikidata, Crunchbase, Product Hunt
- Alt-to schema on every comparison page to lock in competitor-term queries
{
"@type": "SoftwareApplication",
"name": "YourSaaS",
"applicationCategory": "CRM",
"sameAs": [
"g2.com/products/...",
"producthunt.com/..."
]
}
"@type": "SoftwareApplication",
"name": "YourSaaS",
"applicationCategory": "CRM",
"sameAs": [
"g2.com/products/...",
"producthunt.com/..."
]
}
3SaaS entity graph
Exist as one clean thing across every database a model reads.
Models trust brands that match themselves across the open web. We line up your company name, founder identity, category, funding, and product data across Wikipedia, Wikidata, Crunchbase, G2, Capterra, Product Hunt, and LinkedIn so every engine extracts a single coherent entity instead of three contradicting ones.
- Wikidata and Wikipedia entity creation or cleanup
- Crunchbase, G2, Capterra, Product Hunt profile alignment
- Founder and leadership entity linking with consistent bios
- Google Knowledge Panel foundation for brand and founder
4SaaS press network
Publish your brand into the outlets SaaS buyers actually read.
We run a network of SaaS-relevant news sites and blogs and put your brand into them every month. Category roundups. Funding write-ups tied to your data. Alternative-to comparisons against your top incumbent. Founder POV pieces an editor would publish. Every article carries a dofollow backlink and sits on a domain that gets crawled by every model.
- Monthly brand-mention features across SaaS-relevant outlets
- Category listicles and alternative-to roundups tied to real search volume
- Founder POV pieces pitched to outlets like Built In, SaaStr, CMSWire
- Dofollow backlink on every placement, contextual placement in the article body
Tech News
12 customer data platforms Series A SaaS founders are picking in 2026
SaaS Blog
How [Your SaaS] grew ARR without a single outbound SDR
Review Outlet
[Your SaaS] vs. Segment: the honest comparison for data teams
Industry News
Three pricing trends reshaping B2B SaaS procurement this quarter
5Reddit & community signal
Earn the mentions every SaaS model weights most.
r/SaaS, r/startups, r/b2bmarketing, r/sales, r/devops, r/marketing. Reddit sits inside every major model's training set and every live retrieval layer. One honest thread where a founder recommends your SaaS outperforms ten marketing-run blog posts. We map the subs your buyers live in and build contribution strategy, not paid shilling.
- Category-level subreddit map for your buyer persona
- Founder AMA strategy and real contribution schedule
- Response playbook for existing "what CRM should I pick" threads
- Monitoring across mentions on r/SaaS, r/startups, and category subreddits
↑0↓
r/SaaS · 2d
Which CDP should a 40-person Series A actually pick?
↑0↓
r/startups · 1d
Moved off Segment to RudderStack. Bill dropped 58 percent
↑0↓
r/b2bmarketing · 6h
Second the Hightouch call for reverse ETL under 50 seats
6SaaS prompt tracking
Watch your citation share move, prompt by prompt.
Every month we re-run your category prompts across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overview. You get a dashboard that shows where your SaaS ranks in the answer, which competitors got named, what moved since last month, and which angle to double down on next.
- 40+ category and alt-to prompts tracked monthly
- Citation share scored against 5 named competitors
- Prompt-level diff so you see exactly what changed since last month
- Monthly 30-minute review call with Joey on next quarter's angles
Category Citation Share · SaaS
Apr 2026
ChatGPT
82
Perplexity
88
Claude
74
Gemini
69
AI Overview
61
7Content atomization
One pillar asset. Eight surfaces the models actually pull from.
A 3,000-word pillar anchors the authority. We break each one into the formats each engine weights most. Alt-to comparison pages for Perplexity. Numbered lists for ChatGPT. Q&A blocks for AI Overview. SaaStr-style founder threads for LinkedIn. Video explainers for YouTube. Every atom links back to the pillar so the citation stack reinforces itself.
- One monthly pillar built from a buyer prompt your category is losing
- Broken into 8 distribution shapes: alt-to page, listicle, Q&A, thread, video, podcast pitch, Reddit post, newsletter
- Internal linking pattern that funnels authority to the pillar
- Quarterly refresh on stale pages the models already cite
What the retainer produces for SaaS operators
Defensible citation share. Measured, reported, and compounded.
0
Features placed across the network
News sites, SaaS blogs, review outlets, and comparison guides that feed every major model
0–0
Days to first AI citation lift
Measured across 8 active SaaS retainers shipping since January 2026
0
Median citation share lift at 90 days
Baseline to 90-day, across ChatGPT, Perplexity, Claude, Gemini, and AI Overview
How this stacks against the other SaaS growth budgets.
Most founders comparing AEO are also evaluating a G2 sponsor seat, an SEO agency, or cold outbound. Here is what each delivers against the same dollar.
| Instant Press AEO | G2 Category Sponsor | SaaS SEO Agency | Cold Outbound Stack | |
|---|---|---|---|---|
| Shows up inside ChatGPT / Perplexity answers | Directly optimized | Only when G2 is cited | Not the goal | No |
| Monthly third-party press across real outlets | Included | No | No | No |
| Reddit and community signal | Included | No | No | LinkedIn only |
| Alt-to pages for competitor queries | Built and schemaed | No | On-site only | No |
| Entity graph work (Wikidata, Crunchbase, G2, PH) | Included | No | Basic NAP only | No |
| Annual cost at base tier | $11,940 | $150K–$250K | $42K–$144K | $80K+ stack plus headcount |
| Time to first measurable result | 30–90 days | Immediate, depth varies | 6–12 months | 60–90 days, falling fast |
| Compounds or rents attention | Compounds | Rents monthly | Compounds slowly | Rents and decays |
What SaaS agencies charge. What we charge.
For the same work.
Most AEO retainers now start at $4,500 a month with a $3,000 setup fee once they figure out the category. We locked the rate at $995 while we onboard the first 20 B2B SaaS brands of the quarter.
AEO Starter (market)
$4,500
per month
+ $3,000 setup
1 SaaS placement/month
AEO Growth (market)
$7,500
per month
+ $3,000 setup
2 placements/month
AEO Scale (market)
$14,000
per month
+ $3,000 setup
4 placements/month
what we actually charge B2B SaaS
Full AEO retainer built for B2B SaaS
Every pillar above. One price. Month to month.
$995
per month
$0 Setup Fee
- SaaS Visibility Rating
- Schema & Structured Data
- Entity Graph (Wiki, G2, PH, Crunch)
- Monthly Brand-Mention Articles
- Reddit & Community Signal
- Prompt Tracking (5 Engines)
- Alternative-To Page Build
- Category Competitor Monitoring
- Monthly Pillar Content
- Content Atomization (8 Surfaces)
- Monthly Review Call
- Citation Dashboard
That's about 78 percent off the starter retainer and skips the $3,000 setup. The rate holds for the first 20 B2B SaaS brands this quarter, then returns to market.
Not ready to book a call yet?
Grab a free AI visibility rating for your SaaS.
Drop your domain and we score how often your brand gets named across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overview on the 40 most common buyer prompts in your category. Full report, no sales call, delivered in 24 hours.
Thanks. Rating is on its way. Check your inbox in the next 24 hours.
No spam. One report. Nothing else unless you reply.
Questions SaaS founders ask every week.
How is AEO different from the SEO work my SaaS is already doing?
SEO fights for a blue link on page one. AEO fights for the two or three tool names the model reads back when a buyer asks ChatGPT. A DR 30 SaaS blog rarely outranks HubSpot on a category term. That same SaaS can land inside a ChatGPT answer in 60 days by getting cited across press, Reddit, and a strong entity graph. Different game, different levers.
Does this replace G2 and Capterra, or stack on top of them?
It stacks. G2 still matters for the buyer who lands on G2. AEO matters for the buyer who never gets there because ChatGPT already answered the question. We pull your G2 and Capterra reviews into the content we publish, feed them into schema, and push them into Reddit discussions. The category-sponsor seat on G2 costs 150 to 250 thousand a year. Full AEO costs 11,940 dollars a year.
How long until my SaaS shows up in ChatGPT and Perplexity?
Perplexity moves first because it retrieves live. New citations often appear inside 30 days. ChatGPT refreshes on longer cycles and usually picks up within 60 to 90 days once the press trail and Reddit signal are in place. Google AI Overview shifts weekly. We track all five engines monthly so you see the curve, not just the end state.
Do you work with pre-revenue SaaS, or only Series A and above?
Both. Pre-revenue founders use us to get on the shortlist the model reads back before their competitors figure the channel out. Series A and Series B companies use us to defend the category term from newer entrants. The retainer runs the same regardless of stage. What changes is the prompt set we target and how aggressive the entity work needs to be.
Will this get me ranking for 'alternative to [incumbent]' pages?
Yes. Alternative-to pages are one of the highest-intent surfaces in SaaS and AI models weight them heavily when a buyer asks for alternatives. We build them on your domain, seed them with real comparison data, schema them up, then feed citations from third-party listicles and Reddit threads that reinforce the positioning. A lot of clients see their alternative-to page cited inside Perplexity within the first quarter.
My category is narrow B2B. Does AEO work for niche SaaS?
Niche categories are easier to dominate, not harder. When a buyer asks for 'best headless CMS for multi-brand ecommerce' or 'top revenue ops platform for a 40-person startup,' the model has a shorter list to pull from. Three or four well-placed citations can make you the default answer. Broad categories like CRM take longer because HubSpot and Salesforce already own the citation graph. We'll tell you honestly which side of that line your category sits on.
Will this work if we have no funding announcement or big news cycle?
Yes. Funding is one news hook. It is not the only one. We build stories around product launches, customer outcomes, founder POV, internal data, category trends, and contrarian takes. The outlets in our network run founder POV pieces every week. You don't need a Series B to get a Forbes feature. You need an angle an editor would publish.
How is this different from hiring a SaaS content agency?
A content agency writes blog posts on your domain and hopes Google ranks them. That's SEO. AEO is getting cited off your domain, across third-party sources the models trust. Different deliverable, different distribution, different timeline. We do the on-site content work too, but the citation graph across news sites, Reddit, and entity databases is what moves the needle inside an AI answer.
What's actually included in the $995 monthly retainer?
AI visibility audit across 40-plus SaaS buyer prompts, schema and structured data implementation across your pricing, category, and alternative-to pages, entity graph work on Wikipedia, Wikidata, Crunchbase, G2, and Product Hunt, monthly brand-mention articles and backlinks across our news and blog network, Reddit and community signal, prompt tracking across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overview, competitor monitoring, and a monthly review call. No setup fee. Month to month.
Do you offer white-label for B2B SaaS growth agencies?
Yes. A 50% discount program runs for agencies reselling AEO under their own brand. Fractional CMO shops, SaaS growth studios, and PR agencies with SaaS books of business fit best. Ask about it on the call. Not every partner clears the bar, but the ones who do move fast.
Who actually runs your retainer
You work with the operator. Not the account manager.
Every SaaS founder I talk to has the same story. They signed a 12-month SEO retainer, paid a content agency $8,000 a month, and the deals that closed came from a cold intro or a Reddit thread. The growth channels that compound in 2026 are not the ones the agency deck is selling.
I run strategy on every SaaS retainer personally. I pick the prompts, review the articles before they publish, read the prompt-tracker diff every month. The team is small on purpose. The reason this costs $995 instead of $4,500 is that the agency markup is gone, not the work.
Own the answer.
Not just the keyword.
Thirty minutes. We audit your SaaS inside ChatGPT, Perplexity, and Gemini on the live call, show you exactly which prompts you are losing, and tell you whether AEO is worth your budget. If it is not, we will say so.
Book a Strategy Call9 of 20 SaaS seats remaining this quarter