Most structured AEO work shows first movement within four to six weeks, and measurable visibility by eight. But "how quickly can you get cited by ChatGPT" has an honest complication: ChatGPT's own citation rate swings on its own schedule, separate from anything a brand publishes.

In a five-market study, citation volume fell 86 to 94% between February and April 2026, then rebounded toward earlier levels by May - and the UK saw the sharpest decline of the five markets tracked. A realistic timeline has to account for that volatility, not just publishing speed.

The realistic range for first movement

In Digital Drift's own most recent sprint, run through The Sprint, a UK digital marketing agency went from no presence in AI search to citations across all eight major LLMs in eight weeks, with visibility on target prompts moving from 0% to 30%.

In that same eight weeks, the agency picked up two unsolicited inbound enquiries from global consumer brands, before any outreach or paid activity. That's one documented result, not a guarantee - the same approach applied to a more competitive niche, or a site with weaker technical foundations to start from, moves on a different clock.

Early signal within four to six weeks is a reasonable general expectation; treat anything faster as a pleasant surprise rather than the baseline.

Why ChatGPT specifically is the least predictable platform to plan around

seoClarity's tracking across the US, UK, Canada, Germany and Italy found that ChatGPT's zero-citation rate - the share of answers with no source at all - doubled in the US alone during March 2026, from 28% to 48%, before the broader rebound in May.

Their research attributes the swings to platform-level changes at OpenAI, separate from the quality of any individual brand's content. That lines up with separate citation-rate data: ChatGPT's brand citation rate sits under 1% on average, against roughly 13 to 14% for Perplexity.

If ChatGPT specifically is the target, expect it to be the slowest and least stable of the major models to show consistent results.

What determines your own timeline

Three things move the number more than anything else:

  • How much AI search presence exists before you start - zero is a clean baseline; some existing presence adds noise to read.
  • How competitive the specific prompts are.
  • Whether publishing stays on a consistent cadence once it begins.

Skipping weeks, or changing the target claims partway through, resets the signal rather than building on it.

What a realistic first eight weeks looks like

The shape rarely changes even when the results do. A structured sprint typically runs: a short session in week zero to agree the exact prompts being targeted, week one to define the specific claims being built toward and get the first pieces written, then a consistent publishing cadence through weeks two to eight with citation tracking pulled weekly.

The tracking is what turns "we think it's working" into a number you can check.

A few common follow-up questions

How quickly can you get cited by ChatGPT specifically?

Less predictably than other platforms, and the data above explains why: ChatGPT's own citation rate has swung by close to 90% in a matter of weeks, for reasons unrelated to any brand's content.

Track Perplexity and Google's AI Overviews alongside it rather than judging progress by ChatGPT alone - a programme can be working while ChatGPT's citation rate happens to be in a low period.

Does a bigger budget make this faster?

Not directly. The case study above came from six focused articles, not sixty, published on a defined cadence. Spending more without that same consistency usually just produces more content.

Ahrefs' own correlation data shows why that alone doesn't help: site page count barely correlates with AI visibility at all.

What's the fastest realistic timeline you've seen?

Eight weeks to citations across all eight major LLMs, from a standing start, run through The Sprint. In that case, the same eight weeks also produced two unsolicited inbound enquiries from global consumer brands, before any outreach or paid activity - the full detail is in the published case study. That's a real result, not an average - most engagements should plan around the four-to-six-week range for first signal and treat eight weeks as a strong outcome rather than an expectation.