AI assistants recommend software. Is yours on the list?
Where each engine got its answer
Six of the questions SavvyCal lost, asked exactly as written, with the sites each engine cited.
“most recommended scheduling software”
ChatGPT (API)
- zapier.com
Perplexity
- efficient.app
- forbes.com
- +3 more
Gemini
No sites cited“who is the best scheduling software for small teams”
ChatGPT (API)
- calendly.com
- acuityscheduling.com
Perplexity
- salesforce.com
- worldmetrics.org
- +3 more
Gemini
- peoplemanagingpeople.com
- forbes.com
- +3 more
“best scheduling software for sales teams”
ChatGPT (API)
- chilipiper.com
- blog.hubspot.com
Perplexity
- cleverly.co
- youcanbook.me
- +3 more
Gemini
- revenuehero.io
- zencal.io
- +3 more
“affordable scheduling software”
ChatGPT (API)
- calendly.com
- squareup.com
- +1 more
Perplexity
- emailtooltester.com
- business.org
- +3 more
Gemini
- cometly.com
- peoplemanagingpeople.com
- +3 more
“calendar overlay pricing”
ChatGPT (API)
- marketplace.microsoft.com
- incodesoftwaresolutions.com
- +1 more
Perplexity
- marketplace.microsoft.com
- etsy.com
- +3 more
Gemini
No sites cited“cheapest scheduling software that is still good”
ChatGPT (API)
- squareup.com
- setmore.com
- +2 more
Perplexity
- emailtooltester.com
- stackscored.com
- +3 more
Gemini
- techhassle.com
- tidycal.com
- +3 more
Asked on : ChatGPT (API) openai/gpt-5.4-mini · Perplexity perplexity/sonar-pro · Gemini google/gemini-3-flash. Engines answer differently over time; this is what they said that day.
Named on seven of twenty-one. The price questions went elsewhere.
SavvyCal was named on seven of the twenty-one questions that never mention it, which for a small vendor is a real presence. Look at who took the rest: YouCanBookMe's own site was cited on twenty-one of the thirty questions, Cal.com on nineteen, Calendly on fourteen — and beside them Software Advice on seventeen, Capterra on fifteen, G2 on ten. The sharpest losses are the price questions. 'Affordable scheduling software' was answered with Calendly and Square. 'Calendar overlay pricing' — a SavvyCal feature, asked for by name — was answered with Microsoft's marketplace and Etsy, because no page on the site says whether that feature costs extra. The report's list for this one is short: claim the three review listings, put a price next to the feature, and answer 'best for small teams' on the pricing page it already has.
Cited most
On how many of the 30 questions each site was cited. Claimable ones are directory profiles the business can claim and correct.
- youcanbook.me 21/30
- cal.com 19/30
- softwareadvice.com Claimable 17/30
- zapier.com 16/30
- capterra.com Claimable 15/30
- calendly.com 14/30
- forbes.com 14/30
- acuityscheduling.com 10/30
- g2.com Claimable 10/30
- producthunt.com Claimable 7/30
What the report said to do
The tasks this run filed for SavvyCal, each with how many of the lost questions it answers.
answers 9 questions
Own your listings on softwareadvice.com, capterra.com, g2.com
On 9 of the questions you lose, the assistants cite a directory rather than any business's own site. Those listings are the answer buyers are being shown.
answers 6 questions
Add structured data describing the business
The site states nothing machine-readable about what it is or where it is, so assistants have to infer both from prose.
answers 5 questions
Answer “who is the best scheduling software for small teams”
on savvycal.com/pricing
answers 5 questions
Answer “most popular scheduling software options”
on savvycal.com/articles
Where the answers about saas products come from
On each profile you claim, write the name, address, phone and website exactly as the site has them.
Software Advice
Claim itCited on 17 of the 30 questions in the run above.
- Claim the product listing through the Software Advice vendor programme.
- Set the categories, pricing and feature list.
Capterra
Claim itCited on 15 of the 30 questions in the run above.
- Claim the product listing at Capterra for vendors.
- Set the categories, pricing and feature list; invite recent customers to review.
G2
Claim itCited on 10 of the 30 questions — by Perplexity for “best scheduling software for sales teams”.
- Claim the product profile at G2 for vendors.
- Set the categories, pricing, integrations and a description in the buyer's words; invite recent customers to review.
Product Hunt
Claim itCited on 7 of the 30 questions in the run above.
- Post the product from Product Hunt's launch page, or ask to be added as its maker if someone else posted it.
- Write the tagline and description in the words buyers use for what it does.
Zapier's app roundups
Editors chooseCited on 16 of the 30 questions — by ChatGPT for “most recommended scheduling software”.
Its 'best apps' articles answer the category question for the engines. A writer decides who is in them; the way in is an email to the writer saying what your tool does that the list leaves out.
What buyers ask, and the page that answers it
Buyers ask: “best scheduling software for small teams”
Answer it on: A page for each kind of team
What it has to say: Who it is for, the plan that fits, and the limits
Markup: SoftwareApplication, with applicationCategory
Buyers ask: “calendar overlay pricing”
Answer it on: The pricing page
What it has to say: Every feature buyers ask about, and which plan it is in
Markup: Offer for each plan, with price and priceCurrency
Buyers ask: “SavvyCal vs Calendly”
Answer it on: A comparison page for each rival buyers name
What it has to say: Where you differ, including where the other tool wins
Markup: none needed
Buyers ask: “scheduling software that works with Outlook”
Answer it on: An integrations page
What it has to say: Each integration by name, and what it does
Markup: featureList
Buyers ask: “free scheduling software”
Answer it on: The pricing page
What it has to say: Whether there is a free plan, and its limits
Markup: Offer with a price of 0
Buyers ask: “is [product] any good”
Answer it on: G2, Capterra and Software Advice
What it has to say: Current pricing and categories, and recent reviews
Markup: none needed
Questions
- We are small and unknown. Is this pointless?
- It is the opposite. Assistants answer narrow questions from thin evidence, so being the only product that has clearly written up a specific use case is worth far more than it would be in traditional search, where the big sites take the general terms and the long tail both.
- Should we buy G2 placement?
- That is a real option and it is not what this measures. The report tells you which sources are being cited for your category; what you do with that is a budget decision.
- Does content volume help?
- Not by itself, and this is where we differ from most tools in this space. Thirty posts nobody asked for do not get you cited. One page that answers a question buyers actually ask does.
- Can you publish to our site?
- New pages into WordPress or Webflow, yes: we write them, you approve each one, and an approved page goes straight onto the site; one click takes it back down. Anything else — a section for a page that exists, or any page on a custom marketing site, which is where most software companies are — comes as Markdown or HTML to commit.
- How do you pick the questions?
- They are suggested from what your site says it does and who it says it is for, then asked the way a buyer types them. You see every one before the first report runs, and you can add, change or pause any of them.
- Do you track rankings weekly?
- There are no rankings to track. The prompts can be asked weekly or monthly on a schedule, or whenever you start a report; what is tied to your change is Proof. A week after a page goes live, the prompts it was written for are asked again and set beside the answers before it, so the before and after is read against your change rather than a week of drift.
- Agencies & consultanciesA single retainer is worth more than most of what an agency spends on marketing in a year.
- Ecommerce brandsDiscovery is moving into the conversation, and a brand that is not named in it does not get the visit at all.
- Restaurants & hospitalityThe decision is made minutes before the booking, by someone standing in a city they do not know.
- Courses & educationThe buyer is making a decision about several thousand dollars and several months of their life.
Run the same test on your own SaaS product, or a client's
The run above asked 30 questions. A brand tracks up to 200 prompts, a credit a prompt on each report.