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Business impact

The Impact of AI SEO on Startups

By Rahil Jain, founder of Chalk LabsUpdated How we research

The short answer

Often yes, if you aim at narrow questions, but not as your only growth channel. A new brand lacks authority, yet only about 38% of URLs cited in Google AI Overviews also rank in the organic top 10, so narrow pages can be cited. Expect months, not days, and keep a faster channel running. Spend only what you could lose for six months without hurting runway. 1

  • A new brand has no authority, but only about 38% of URLs cited in AI Overviews also rank in the organic top 10. 1
  • Classic search is slow for new pages: 6.11% reached Google's top 10 within a year in Ahrefs' fairer sample. 2
  • In a 75,000-brand study, web mentions of a brand correlated with AI visibility far more than backlinks did. 3
  • Treat it as a slow channel. Pair it with outreach or paid search, and cap the spend.
  • Start with a small set of pages on category, rival and use-case questions, and measure mentions and enquiries monthly.

Is AI SEO worth it for a startup?

Often yes, for a startup that sells to people who research before they buy and can say something specific and true about its niche. It is rarely worth it as the only channel. Google says some changes take hours and others several months, and no one can guarantee a number-one ranking. 1112

The honest framing is a bet with a cap. You spend a small, fixed amount for six months, measure mentions and enquiries, then decide. The table gives rules for when the bet makes sense.

Is now the right time for your startup?
SituationWorth it now?Why
Buyers search or ask AI before buying, and you have a clear nicheYes, start smallNarrow questions have fewer strong rivals
You can publish original data or real product factsYesOriginal facts give an AI answer something to quote
Your product changes every few weeksKeep it lightPages go stale, and wrong facts can be repeated
You have under six months of runwayNoResults take months. Use outreach or paid search
Buyers find tools through peers and communities, not searchTest lightlyCheck first that your buyers use search or AI at all
No one can reply to leads within a dayFix that firstA found lead is worth nothing if it goes cold

What could a small set of pages be worth to your startup?

Enter the visits you might reach after six months of publishing, and what share become enquiries and customers. The model shows what is left after the monthly cost.

People who arrive from Google, ChatGPT, Perplexity and similar.
Form fills, calls and emails, as a share of visits.

What this adds up to

About 2.7 customers a month and $10,800 in revenue. After a monthly cost of $1,500, that leaves $9,300.

About 2.7 customers a month and $10,800 in revenue. After a monthly cost of $1,500, that leaves $9,300.
Enquiries a month
18
Customers a month
2.7
Revenue a month
$10,800
Revenue minus cost
$9,300
Return multiple
7.2x
Revenue for every $1 spent.
Visits needed to break even
84
Visits a month to cover the cost.

How it is worked out

  • Enquiries = visits × enquiry rate.
  • Customers = enquiries × close rate.
  • Revenue = customers × average customer value.
  • Revenue minus cost = revenue − monthly cost.
  • Return multiple = revenue ÷ monthly cost.
  • Visits to break even = monthly cost ÷ revenue per visit. Revenue per visit = enquiry rate × close rate × customer value.
Size this for my company (free proposal)

What is the cold-start problem for a new brand?

A new domain has no history, few links and few mentions, so it starts behind. Ahrefs checked 1 million random new pages and found that 1.74% reached Google's top 10 within a year. A second sample of 2 million pages, filtered to non-empty English content, gave 6.11%, which Ahrefs called a fairer number. 2

The top 10 also skews old. Only 13.7% of top-10 pages were under a year old, and the average number-one page was five years old. 2 That describes classic search. It says a brand-new page will not win broad terms soon.

AI answers differ in one respect. Ahrefs's March 2026 study of 863,000 keyword results and 4 million AI Overview URLs found that only 37.9% of cited URLs also ranked in the first ten organic blocks. Another 31.2% came from positions 11 to 100, and 31.0% from beyond 100. 1 Ahrefs suggests, as a hypothesis, that Google's query fan-out explains the shift, since Google confirms its AI features may run several related searches. 110 Counting only organic blue links, the top-10 share is 37.1%. 1

So low authority is a handicap, not a ban.

37.9%of URLs cited in Google AI Overviews also ranked in the first ten organic results (Ahrefs, 4 million URLs, March 2026)1

Where can a low-authority startup actually win?

On narrow questions that big sites answer badly: your category, your comparisons, your integrations and your use cases. Fan-out turns one broad question into many small ones, and each small one has fewer strong pages. Google says AI Overviews and AI Mode may use query fan-out, and that a page only needs to be indexed and eligible to show with a snippet. 10

Buyer behaviour also helps newcomers. In G2's March 2026 survey of 1,076 software buyers, 69% said an AI chatbot led them to a different vendor than expected, and 33% bought from a vendor they had never heard of, in G2's wording. 5 That is self-reported and limited to software buyers.

Ahrefs ran a test with 34 self-promotional pages. For a little-known conference, 82% of new AI mentions (72 new mentions of one conference) came in answers that cited the author's pages. For the established product, only 6% did. 4 It worked for the unknown brand, with limits. In 43% of answers that cited the conference pages, the conference was never named, and in about one quarter of cases a page was cited once and never again. 4 The author works for Ahrefs, which promoted its own products in the test.

Mentions beyond your site count too. In a study of 75,000 brands, web mentions of a brand correlated with AI visibility at about 0.66 for ChatGPT, while backlinks and URL rating had very weak links and Domain Rating sat in the middle at about 0.27. 3 These are correlations, not proof that more mentions cause more citations.

What does our own evidence say about new sites?

Chalk Labs reports one case of a brand-new site. Shilikajain.com, a personal site with no search footprint, ranked first for the phrase 'Fractional PR Manager Crypto' within a month of launch and logged 8.5k impressions in three months. 6 That is one narrow phrase, not a lead count.

Our other search case moved slowly. Meru Trophy, a trophy shop in Bengaluru, went from near-zero visibility to 27,300 Google clicks over 16 months. 6 These are two cases, one narrow phrase and one local shop. They suggest a narrow phrase can rank within weeks and a local footprint can take over a year. They do not predict a software startup's timeline. We have not published results for a software startup.

What should a startup publish first?

Publish in this order, and stop when you run out of true, specific things to say.

Write each page so its first sentence answers the question, and name a person who stands behind it. For method, read how to pick keywords for AI SEO and how to turn customer calls into pages AI cites.

  • One page that says plainly what you are, who it is for, what it costs and what it does not do.
  • Three to five 'X vs Y' and 'alternatives to X' pages for the rivals buyers already name. In G2's survey, 31% of first AI prompts were competitor-based. 5
  • Use-case and integration pages, one for each real customer job.
  • Answers to the questions your sales calls hear most often, in plain words.
  • One piece of original data, such as benchmarks from your own product usage, that others can cite.

How much should a startup spend?

Match the spend to what you can afford to lose for six months. Ahrefs says to consider updating a page that is still not in the top 10 after about six months, which makes six months a sensible review point for any budget. 2

For comparison, in an Ahrefs survey of 439 providers (updated August 2024), the average SEO retainer was $2,917 a month. 9 Chalk Labs sells the plans in the table, so we have a commercial interest. Our monthly plans, at $3,000 and $4,000, sit above that average. A 100-page programme may be more than an early startup needs, and a small, well-chosen set of pages can test the idea at lower cost.

Four budget levels for a startup. Chalk Labs prices are our own, in US dollars.
LevelCostWhat you getWho it suits
Do it yourselfFounder time and free toolsSearch Console, a prompt list, five to ten pagesPre-seed teams with time but little cash
Add trackingOtterly Lite from $29 a month for 15 prompts 7. Ahrefs Brand Radar add-on from $199 a month 8A monthly view of mentions and citationsTeams that publish every week
Expert guidance$1,000 one-time for Chalk Labs Strategic ConsultingA brand and SEO audit, 100 buyer queries ranked by intent and a three-month strategy. Your team writes the pagesTeams with writers and no AI SEO skills
Done for you$3,000 a month for Chalk Labs Strategic Execution, or $4,000 for Deep ExecutionTechnical SEO, an AI-visibility audit, and 100 or 200 answer pages written and published over a three-month programmeTeams with budget and no writers

How long until a startup sees results?

Plan on months. Google says some changes take effect in hours and others take several months, and it suggests waiting a few weeks before judging. 11 Our two cases agree: one narrow phrase in a month, broad visibility in 16 months. 6

Today AI referrals are a small share of visits. Conductor found they were 1.08% of website traffic across ten industries from May to September 2025. 14 For published first-lead timings, which come from one vendor and not from us, read can AI SEO produce leads in 15 days.

What should a startup measure, and when should it stop?

Measure a few things monthly and decide your stop rule before you start.

  • Mentions and citations for 20 to 30 buyer prompts, checked on the same day each month.
  • Demo or sign-up requests, with a 'How did you hear about us?' field that lists AI tools and allows more than one answer. 13
  • Branded search impressions in Search Console.
  • Pipeline and closed deals, not traffic.

When should a startup skip AI SEO for now?

Skip it, or keep it to a few pages, when you have no product yet, when your category has little search or AI demand, when you cannot keep your facts current, or when you need revenue inside two months.

Chalk Labs sells AI SEO, so weigh our view with that interest in mind. We do not guarantee leads, rankings or citations.

Frequently asked questions

Is AI SEO worth it for an early-stage startup?

Often, in small doses. Narrow pages on your category, rivals and use cases can be cited even from a new site, because only about 38% of URLs cited in Google AI Overviews rank in the organic top 10. But results take months, so cap the spend and keep a faster channel running. 1

Can a new domain get cited by ChatGPT or Google AI?

Yes, it is possible. In Ahrefs's test, a little-known brand got 82% of its new AI mentions from answers citing its own pages. Citations were unstable, though, and some answers named other brands. Google says a page only has to be indexed and eligible to show with a snippet. Publish specific, accurate pages and track them. 410

How much should a startup spend on AI SEO?

Spend only what you can lose for six months without hurting runway. You can start with founder time and free tools, add tracking from about $29 a month, or hire help. Ahrefs's survey (updated August 2024) found an average SEO retainer of $2,917 a month. Chalk Labs sells a $1,000 one-time plan and monthly plans at $3,000 and $4,000, and we have an interest in that choice. 79

How long does AI SEO take for a startup?

Plan on months. Google says some changes show within hours and others take several months. A narrow phrase on a new site can rank within a month, as in our shilikajain.com case, while broad visibility took Meru Trophy 16 months. No one can promise a timeline. 116

Should a startup do AI SEO before product-market fit?

Usually keep it light. Pages built on facts that change each month go stale and can mislead AI answers. Publish a clear product page, a few comparison pages and honest answers to the questions buyers already ask, then expand once your message settles. Judge results by enquiries, not traffic. 13

About the author

Rahil Jain

Rahil Jain is an AI SEO (answer engine and generative engine optimisation) consultant and co-founder of Chalk Labs.

LinkedIn · Method and credentials

Sources

  1. How many AI Overview citations come from the top 10? · AhrefsOpened October 20, 2026. Supports: 863,000 keyword SERPs and 4 million AI Overview URLs: 37.9% of cited URLs also appeared in the first 10 organic blocks, 31.2% in positions 11 to 100, 31.0% beyond the top 100; overlap was about 76% in July 2025; Ahrefs offers query fan-out as a hypothesis; blue-link-only top-10 share 37.1%. Published 2 March 2026.
  2. How long does it take to rank in Google? · AhrefsOpened October 20, 2026. Supports: 1.74% of 1 million random pages and 6.11% of a second 2 million-page sample (non-empty English) reached Google's top 10 within a year, the second called a fairer number; 13.7% of top-10 pages are under a year old and the average #1 page is 5 years old; consider updating a page not in the top 10 after about six months. Article dated 15 May 2025.
  3. AI brand visibility correlations · AhrefsOpened October 20, 2026. Supports: 75,000 brands, published 12 December 2025: branded web mentions correlate with AI visibility (0.664 for ChatGPT); Domain Rating 0.266 for ChatGPT; backlinks and URL rating very weak. Correlation is not causation.
  4. Self-promotional content works, until it backfires (AI SEO experiment) · AhrefsOpened October 20, 2026. Supports: 34 self-promotional pages tracked across 9,886 AI answers from 7 February to 31 May 2026: 82% of new mentions of the little-known Ahrefs Evolve came from answers citing the author's pages against 6% for the established brand; 43% of answers citing conference pages never mentioned the conference; about one quarter of cases cited once and never again. Published 6 July 2026; the author works for Ahrefs.
  5. G2 2026 AI Search Insight Report · G2Opened October 20, 2026. Supports: March 2026 survey of 1,076 B2B decision-makers: 69% say AI chatbots led them to a different vendor than expected; 33% purchased from a vendor they had never heard of, in G2's wording; 31% of first AI prompts were competitor-based. Software buyers, self-reported.
  6. Case studies · Chalk LabsOpened October 20, 2026. Supports: shilikajain.com: ranked #1 for 'Fractional PR Manager Crypto' within one month of launch, 8.5k impressions in 3 months. Meru Trophy (local shop, Bengaluru): 27.3k Google clicks and 2.3M impressions over 16 months. No lead counts reported.
  7. Otterly.AI pricing · Otterly.AIOpened October 20, 2026. Supports: Lite plan $29 per month for 15 search prompts, tracking ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot.
  8. Ahrefs pricing · AhrefsOpened October 20, 2026. Supports: Brand Radar AI add-on priced from $199 per month.
  9. How much does SEO cost? Prices from a survey of 439 SEO providers · AhrefsOpened October 20, 2026. Supports: 439 SEO providers polled; average retainer $2,917 per month. Page updated 15 August 2024.
  10. AI features and your website · Google Search CentralOpened October 20, 2026. Supports: A page must be indexed and eligible to show in Search with a snippet to be a supporting link in AI Overviews and AI Mode; no special optimisation needed; both may use query fan-out. Last updated 10 December 2025.
  11. SEO Starter Guide: The Basics · Google Search CentralOpened October 20, 2026. Supports: Some changes take effect in a few hours, others could take several months; wait a few weeks to assess whether work had beneficial effects. Last updated 10 December 2025.
  12. Do you need an SEO professional? · Google Search CentralOpened October 20, 2026. Supports: No one can guarantee a number-one ranking on Google. Last updated 5 June 2026.
  13. AI search ROI is messy. Here's how to measure it anyway · AhrefsOpened October 20, 2026. Supports: Advice to add AI tools to a 'How did you hear about us?' question, allow more than one answer, and use real deal values. Published 6 October 2026.
  14. AEO / GEO Benchmarks Report · ConductorOpened October 20, 2026. Supports: AI referrals were 1.08% of all website traffic across 10 industries, May to September 2025 data (enterprise domains). Page last updated 6 July 2026.
How this page was made. Built on Rahil Jain's AI SEO method and drafted with AI research assistance. Every statistic links to the page we read it on (opened October 20, 2026 or nearby). Published October 20, 2026; last updated October 20, 2026. Chalk Labs sells AI SEO services, so we have a commercial interest in this topic. Spotted an error? Tell us and we will fix it.