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Plate BIAS·001 · Cognitive biasGrid A2 · Rev. 2026-08-14

Anchoring Bias

The first number a person sees shapes every judgement that follows, even when it is obviously arbitrary.

Cognitive biasEstablished researchIntermediate

Definition

Tversky and Kahneman (1974) showed that estimates are pulled towards an initial reference value, and that this happens even when participants know the anchor was generated at random. Adjustment away from the anchor is typically insufficient.

Established research. Originates in published research and has been replicated. The effect is real. Its size in your product still needs measuring.

On this plate
  1. 1Definition
  2. 2Anchors that exist in every product
  3. 3Anchors your product sets, whether you meant to or not
  4. 4In practice
  5. 5Commonly confused with
  6. 6Local chart
  7. 7Sources
  8. 8Continue from here

Reach for this when

  • Setting any default value.
  • Ordering priced or quantified options.
  • Designing sliders, steppers and estimates.

Common mistakes

  • Fabricated reference prices.
  • Defaults optimised against the user.
  • Assuming users will adjust away from a bad anchor. They mostly will not.
  • Presenting a fabricated original price as an anchor, which is unlawful in many jurisdictions.

Anchors that exist in every product

  • The first price shown, whether or not it is the one most people buy.
  • Default quantities, durations and tip percentages.
  • The highest tier on a pricing page, which anchors the perceived value of the others.
  • Sliders, whose starting position anchors the chosen value.
  • Estimated times and progress percentages.
  • The first result in a list, which anchors judgements of the rest.

Do

  • Choose defaults that are genuinely good for the user, since they will mostly be accepted.
  • Order options deliberately, aware that the first sets the reference.
  • Show real comparison values, such as unit price, when they help judgement.

Do not

  • Display a reference price that was never charged.
  • Set a default that benefits the business at the user's expense.
  • Use a countdown or scarcity anchor that is not real.

Anchors your product sets, whether you meant to or not

AnchorWhat it shapes
The first plan shownWhat every other plan is judged against
A crossed-out original pricePerceived value of the current price
The default quantity or tipWhat people choose, more than any argument does
The first search resultWhat a good result looks like for the rest of the list
The example in a placeholderFormat, length and ambition of what gets entered

In practice

  1. i.

    Tip presets

    Payments

    The three preset percentages an interface offers become the reference range. Moving them up shifts behaviour, which is why the choice of presets is an ethical decision and not only a layout one.

  2. ii.

    Pricing page ordering

    SaaS

    Presenting the highest tier first changes how the middle tier is perceived. Both orders are legitimate; presenting a tier nobody can buy is not.

  3. iii.

    The placeholder that set the ambition

    An anchor nobody designed

    A goal field with the placeholder Run 5km produced goals clustered around five kilometres. The field was neutral, the example was not, and it was chosen in ten seconds by whoever wrote the form.

Commonly confused with

Close neighbours that get substituted for each other. The difference is stated first, then the condition that picks one over the other.

vs.

Framing Effect

Cognitive bias

Equivalent descriptions of the same outcome produce different choices.

Key difference

Anchoring is about a number that arrives first and drags every later estimate toward it. Framing is about the same fact described two ways. One is a reference point, the other is wording.

Use Anchoring Bias when

  • There is a first number: a price, a range, a default quantity.
  • The question is what to show first on a pricing or comparison page.

Use Framing Effect when

  • The numbers are fixed and only the wording is in play.
  • You are choosing between a gain phrasing and a loss phrasing.
  • The ethical question is whether the framing misleads.

Learn about Framing Effect

Local chart

BIAS·001 · Region I · Grid A2

This entry and the entries it is stated to connect with. Each line is labelled with what the connection means.

Sources

Where a source establishes something narrower than the popular reading of it, the note says so.

  1. [1]

    Judgment under uncertainty: heuristics and biases

    A. Tversky and D. Kahneman, Science, 1974

Each link says what the connection is, so you can tell a principle from an alternative from a thing people mix this up with.

Applies when you are designing

Explains

The mechanism underneath these entries.

Applied through

Where this shows up as a concrete interface decision.

Check your work

Review passes that test whether this was done properly.

Related concept

Connected closely enough to change how you apply this.