SaaS SEO agency that helps your tool hold its own when buyers compare
Halfway through buying, a buyer has ChatGPT compare the tools in your category. They name the integration they can't live without and the budget they have to stay under, and that answer is where their shortlist starts.
One agency's brief, and the tool that fit best never made the list
Behind the scenes, the AI assistant turned one brief into four searches. Here's what decided which tools made the list.
- Category guides and roundups answered the first search, like they always do.
- The integration and the budget were mentioned in passing, and both decided the answer.
- The tool that fit both was never named, because its site never said it worked with that accounting software or how affordable it is for a 40-person agency.
we need a project management tool for a 40-person agency that integrates with our accounting software and does not cost a fortune, what should we look at
project management software for agencies
Software category guideAgency tools roundupproject management tool that integrates with [accounting software]
Integration directoryApp marketplace listingaffordable project management tool small team
Pricing comparison pageBudget tools roundup[your tool] agency project management reviews
Tool ATool BYour tool
Simulated example with fictional businesses, shown to illustrate how one question is answered.
AI names a long list, and the list keeps changing
Ask an AI assistant for software and you get a list of names rather than one winner, and the names change from one ask to the next. The two numbers on the right show how long that list runs and how far into buying the AI assistant reaches. The tools that get named every time get considered every time a buyer asks. The ones named once and dropped the next time are on the list on paper and missing in practice, because the buyer only sees the answer in front of them.
- 13
- brands named across repeated AI answers to the typical software buyer question. Sales and marketing software runs to 15, and consumer electronics gets three.
- 81%
- of B2B buyers in 6sense's 2026 survey used AI tools like ChatGPT during an evaluation, down from 94% a year earlier. They mostly use it mid-evaluation to compare vendors, and about a quarter use it to find new ones.
Parse, "How concentrated are AI recommendations by industry?", July 8, 2026, updated October 2026. 631,087 brand recommendations across 9,658 buyer questions in 38 industries, ChatGPT and Google AI Overviews, October 19, 2025 to April 24, 2026. The top brand takes 81.1 percent of consumer electronics recommendations and 27.9 percent in software. Vendor research: Parse sells AI-search intelligence. 6sense, 2026 Global B2B Buyer Experience Report, November 2, 2026. 4,611 recent B2B buyers across North America, APAC, Continental Europe, and the UK and Ireland. General B2B, not SaaS-specific.
Three reasons AI doesn't name your tool
The list is long, and you have to make it before anything else matters.
In software, AI doesn't name one winner. It names a short list, and ask the same category question a few times and a dozen or more tools turn up. Tools that aren't on it aren't losing the comparison. They're not in it. Getting on the list comes first. Where you land on it comes second.
You get named once and dropped the next time.
A tool named in a third of the answers to a question is missing from the other two thirds, even when the question doesn't change. So it takes many asks to see where your tool really stands.
Your difference is written as a feeling. AI needs a fact.
We're the fastest, the most loved, the leading platform. AI can't quote a feeling. It can quote what you integrate with, what you do that a named competitor doesn't, and which use case you fit. The tool whose difference is a fact you can check gets named. The one whose difference is an adjective doesn't.
AI names a few tools at a time in your category, and which ones keeps changing. Getting on that list every time, for the questions your buyers ask, is what this comes down to.
SEO and AI search services for software companies
Plate Lunch Collective is an AI SEO agency that gets brands named when buyers ask, in search, on social, and in AI. SaaS SEO, for us, means giving buyers something to compare you on: pages for your integrations, pricing tiers and use cases, plus fair comparison pages. Beyond your site, we reach out to the review sites and comparison writers in your category and get your team answering buyers on Reddit and YouTube.
AI SEO / GEO
Ask AI about a category a few times and a dozen or more tools turn up. Anything not on that list is out of the conversation.
AI SEO / GEOEntity SEO
Your product, your company and your old product name all show up online, and AI needs to know they're one thing.
Entity SEOAnswer Engine Optimization
Comparison questions get answered from the vendors whose sites lay out integrations, pricing tiers and limits where a buyer can check them.
AEOCitation-Ready Content
Fastest, most loved and leading are feelings. What you integrate with and what you do that the other tool doesn't are facts.
Citation-ready contentSocial Search Optimization
Developers and buyers check tools on YouTube and Reddit. If nobody there is talking about yours, nobody's vouching for it.
Social searchAI Search Game Plan
How search results and AI answers sort your product, which competitors they name, and where your trial sign-ups come from.
AI Search Game Plan
Tripled the share of its keywords ranking on page one, from 8% to 26%.
Its organic traffic value came to $114,000 a year, the equivalent Google Ads spend for the same visits.
Rankings and organic traffic value from DataForSEO's historical rank overview, October 2026, compared across the engagement; traffic value is the estimated paid traffic cost for October 2026, annualized, modeled on US searches with Google's CPC estimates.
For context, a separate US study found Google users clicked a regular search result on 8% of searches that showed an AI summary, against 15% without one (Pew Research Center, July 2025, browsing data from March 2025, 900 US adults).
How we measure the workWhat do the AI assistants say about you?
Tell us about the business, and the first conversation starts from the answer. We'll come back within one business day.
Software sells worldwide. AI still needs one clear picture of you
Software companies based in Hawaii, across the mainland United States and Canada, and in the Caribbean and Central America, selling anywhere and known as one clear company.
Questions SaaS companies ask
Buyers still find us through review sites and referrals. Why does this matter?
Both are happening at once. Review sites and referrals still work, and buyers now also ask an AI assistant to compare tools in your category. When they do, the AI assistant names a short list of tools, and the list changes each time. In one AI-search vendor's study of repeated answers from ChatGPT and the AI answer at the top of Google, the typical software question turned up 13 different tools. The review site still matters. The risk is the buyer who does ask AI which tools to look at, and never sees you because you weren't on the list it gave them.
We have a marketing team, but they run demand gen and content. Do you work with existing teams?
A team running demand gen, content and paid is a strong place to start. How AI answers get put together just hasn't been part of their job. We bring the specialist parts: making your product clear to AI, building the comparison and feature pages buyers and AI compare you on, and measuring what moves, with the reasons explained so your people can carry it. We keep working alongside them each quarter as the answers in your category shift.
AI names plenty of tools in our category anyway. Isn't being one of them enough?
Not on its own, because the list doesn't hold still. In software, AI names a list of tools rather than one winner, and which names show up changes from one ask to the next. We go after a steadier place on that list for the questions your buyers ask.
How do we measure whether this is working for the product?
You judge the work by your own demo requests and trial sign-ups. Before the work starts, we make sure those numbers can be counted and record where they stand, then look at what ChatGPT and Google's AI are saying about you each month and set your numbers beside those starting figures each quarter, whether they've moved or not.
How we measure the workHow does the engagement work?
At the start of every 90-day cycle, we choose the moves that matter most for your product and get them done. Often that's comparison and feature pages built on buyers' questions, your profiles and reviews on software review sites, and the SEO behind both. Demo requests and trial sign-ups are the measure, set next to the numbers from before we started in a report each quarter. Ongoing work starts at $1,500 a month.
Our differentiation is all over our site and our decks. Isn't that enough for AI?
Usually not, because of where it lives and how it reads. Differentiation written as marketing copy, we're the fastest, the most loved, the leading platform, gives AI little it can match to a specific buyer question. What it can use is concrete and checkable: what you integrate with, what you do that a named competitor doesn't, which use case you fit. AI recommends the tool whose difference is stated as a fact it can quote.
We're early stage, nowhere near category leader. Is this only for established vendors?
Early stage can be an advantage here. AI is putting together a list, and a specific tool that clearly fits one use case for one kind of buyer is easier to place than a big platform that claims to do everything. Being the clear answer to a narrow question gets you named. Being plainly the right fit for a question the leader answers vaguely is enough. Outranking the leader is beside the point.
Should an early-stage SaaS company spend on this yet?
A careful first step is the AI Search Game Plan, from $1,500, which shows what ChatGPT and Google say about tools like yours. If you go on to ongoing work, it starts at $1,500 a month, and the math is what one customer pays across the years they renew. Trials and demo requests, from the start, are what we answer to.
AI Search Game PlanHow long before an AI assistant reliably names us?
There's no honest date to give. Because software lists run long, the first change to look for is being named some of the time for your core category, once your integrations and use cases are spelled out on your own pages. Being named more consistently comes after that, and it depends on review sites and comparison articles, which run on their own schedules.
Find out where your tool stands
For many buyers, the shortlist starts when they ask Google or AI to compare tools in your category. In our first conversation, we'd pull up those answers. The AI Search Game Plan sets out your buyers' questions, what Google and AI answer, and which tools they name.