विमर्श Vimarsh · Udyamnīti

Revenue Defence in the AI Era

A founder’s website still ranks first. His enquiries have gone anyway. The ranking did not fall. The click did. What a business owes its revenue now that answers come before links.

Nikhil Sharma · उद्यमनीति Udyamnīti · 17 October 2026 · 7 min read

Fabulous.Media sells the AI visibility work this essay describes. The business whose figures appear under “The proof from my own house” is one I run.

A founder called me this morning. His website has ranked first for its category for years. For most of that time it brought him about five thousand visitors a month and a steady line of enquiries he never paid for.

Eight months ago that line went quiet. Last month the site had about two hundred visitors. He could not remember the last enquiry it produced. His revenue fell about fifteen per cent last year and is down about ten so far this year.

He asked me one question. Is this because of AI?

Yes. And the answer he needs is not the one most agencies will give him.

The ranking did not fall. The click did.

He checked his position before he called. Still first. That is the part that confuses owners. Nothing on the dashboard they were taught to watch has moved. Only the money has.

Here is what moved instead.

In March 2025 Pew Research followed the browsing of 900 American adults. When Google showed an AI summary above the results people clicked a traditional link on 8 per cent of visits. Without the summary they clicked on 15 per cent. They clicked a link inside the summary on 1 per cent.

That was observation. This year two researchers from the Indian School of Business and Carnegie Mellon ran the experiment properly. They randomly hid AI Overviews from a group of 1,065 people for two weeks. Where the overview appeared outbound organic clicks fell 38 per cent. Searches that ended with no click at all rose from 54 per cent to 72. The detail that should worry every owner is this one. People who lost the overviews were no more satisfied than people who kept them. Nobody is going to complain on your behalf.

Seer Interactive measured the same thing across 42 companies and 25 million impressions. On informational queries with an AI Overview organic click-through fell 61 per cent from mid-2024 to September 2025. Paid clicks on the same queries fell 68. Queries without an overview fell too.

And the answer layer keeps growing. In July Alphabet said AI Mode has passed a billion monthly users. In February Sam Altman said India has 100 million people using ChatGPT every week. Google’s AI Mode now works in Hindi and seven other Indian languages.

So the founder is not unlucky. He is early.

A traffic problem is the wrong diagnosis

Most of the advice he will get treats this as a marketing problem. Traffic is down so buy traffic. More content. More ads. A new agency.

It is a revenue problem. And it has a name I prefer: revenue defence.

For twenty years a first-page ranking was a moat. It delivered enquiries that cost nothing at the margin. Those enquiries sat inside the revenue line as if they were permanent. They were not permanent. They were rent from Google and the rent has been raised.

Defence means protecting the revenue you already earn before chasing the revenue you do not. It asks different questions. Which of last year’s customers found us through search? What did each one pay? How many of those buyers now get their answer without visiting us? Who is the AI naming in our place?

What is really being lost

The visitor is not the loss. The shortlist is.

A buyer who asks ChatGPT or AI Mode for the best firm in your category does not get ten blue links. He gets three names and a reason for each. If yours is not one of the three you were never considered. There is no second page to scroll to.

The buyers who do arrive from an answer arrive decided. Ahrefs measured its own site in 2025. AI search brought 0.5 per cent of its visitors and 12.1 per cent of its signups. Those visitors converted 23 times better than ordinary organic visitors. Seer found that brands cited inside an AI Overview earn 35 per cent more organic clicks than brands that are not.

The arithmetic is plain. Fewer visitors. Far better ones. And they go only to the names the machine trusts.

The defence

Six things. None of them is a trick and none of them needs a large team.

1. Measure revenue by source, including the machines. Add “How did you find us?” to every form and every first call. Make ChatGPT, Gemini, Perplexity and Google AI Mode options in the list. Tag AI referrals in analytics. Take the twenty questions your best customers asked before they bought. Ask them of each assistant every month and record who gets named. That is your new rank report.

2. Put the facts where a machine can read them. Prices or price ranges. Locations. Years in business. Credentials. Results with numbers. In plain text on pages that load without scripts, with schema markup. Then make the same facts say the same thing on your Google Business Profile, your directories and your LinkedIn page. An assistant that finds two versions of you trusts neither.

3. Write the answer not the article. The pages that get cited answer one buyer question completely and early. Here is what it costs. Here is how long it takes. Here is who it is not for. Content written to rank for a keyword is the content AI summarises so nobody needs to visit it.

4. Be present where the machines read. Pew found Wikipedia, YouTube and Reddit among the most cited sources in Google’s summaries. Reviews, forums, videos and trade press carry weight that your own website does not. Your customers saying it counts for more than you saying it.

5. Defend the base. The cheapest revenue to protect is the customer you already have. Retention, renewals and referrals do not pass through a search box. A business that lost its search enquiries and kept its customers has a bad year. A business that lost both has a short one.

6. Do not hire your way out. The instinct is to add people. It is the wrong instinct. This work is now done by a small team with AI doing the heavy lifting. More headcount adds cost to a revenue line that is already shrinking.

The proof from my own house

I would not write this if I had not had to do it myself.

One of the businesses I run sells to buyers abroad. It has no marketing team. I rebuilt it to be found by AI first. Since 4 July it has received 67 enquiries from AI answers across 12 countries. Those enquiries are worth about ₹1.5 crore and between ₹40 and 50 lakh of that has already converted.

That is one business and four months. It is not a law of nature. It is enough to say the work is real and that the money is on the other side of it.

My interest should be plain. Fabulous.Media sells this work. Read this essay with that in mind and check every figure in it against its source. They are all linked below. A companion column, [AI Slop = AI Flop?](/soch/stambh/ai-slop-ai-flop), says what does not work.

What I am not saying

I am not saying search is dead. AI Overviews and AI Mode are built on Google’s index. A page that does not rank rarely gets cited. SEO is now the foundation and no longer the building.

I am not saying the clicks will come back. The ISB study is the reason. Users do not miss them. The defence is to be the name inside the answer, not to wait for the answer to go away.

And I am not saying every business has lost. Some have not noticed yet. That is a different thing.

The wager

Every Vimarsh on this shelf ends on a dated bet, so here is this one, written on 17 October 2026. By Alphabet’s earnings remarks for the fourth quarter of 2027, published in early 2028, Google will report that AI Mode has passed two billion monthly users. If it reports less I was wrong about the speed of this shift and I will say so on the [wager ledger](/wagers).

Gurugram, 17 October 2026.

Sources, checked 17 October 2026. Pew Research Center, Google users are less likely to click on links when an AI summary appears in the results, 22 July 2025. Agarwal and Sen (Indian School of Business, Carnegie Mellon), field experiment on AI Overviews, SSRN working paper April 2026, as reported by Search Engine Journal. Seer Interactive, AIO impact on Google CTR, September 2025 update, as reported by Search Engine Land, 4 November 2025. Sundar Pichai, Q2 2026 earnings remarks, 22 July 2026. TechCrunch, India has 100M weekly active ChatGPT users, 15 February 2026. TechCrunch, Search Live comes to India and AI Mode gets more languages, 8 October 2025. Ahrefs, Does AI search traffic convert better than traditional search?, 16 June 2025. The figures for the business I run are its own enquiry records and are not public.