Standard

Result filter and facets

Post-generation filters that narrow a set of candidates rather than regenerating it.

Ask MilkyAccounts at risk Ran once · 38 credits
M

12 accounts look likely to churn before renewal, ranked by risk. Filter them below.

Showing 12 of 12 Shortlist: 0
  • Northfield Dental
    40 seats · renews Oct
    Onboarding incompleteMentioned price
    82
  • Kite & Co
    12 seats · renews Nov
    Mentioned priceUsage down
    77
  • Harbor Physio
    18 seats · renews Oct
    Onboarding incomplete
    71
  • Tidewater Clinics
    120 seats · renews Oct
    Mentioned price
    64
  • Juniper Bakery
    6 seats · renews Oct
    Mentioned price
    69
  • Oakridge Vets
    22 seats · renews Nov
    Onboarding incompleteUsage down
    74
  • Brightline Legal
    64 seats · renews Dec
    Usage down
    58
  • Lumen Studio
    9 seats · renews Dec
    Onboarding incompleteMentioned price
    73
  • Copperleaf Realty
    85 seats · renews Nov
    Usage down
    55
  • Fern & Finch
    15 seats · renews Dec
    Onboarding incomplete
    62
  • Morrow Dental
    31 seats · renews Dec
    Mentioned priceUsage down
    66
  • Sable Coffee
    8 seats · renews Nov
    Onboarding incompleteMentioned price
    70
Filters run on these 12 results. No new search, no credits.

Try it: Shortlist an account, then filter by seats or signal. The list narrows instantly from the same results, and your shortlist survives.

In the wild

How 2 products ship this pattern. Click a screenshot to enlarge it.

Consensus filter panel with Journal rank, Countries, Publish year, Methodology study-design checkboxes (Meta-analysis, RCT, Observational study and more), Sample size, Duration, Fields of study and Citations.
Consensus
Research results can be narrowed by study design, sample size, journal rank, year and field. These facets come from how each paper is classified.
Source: Consensus Help Center ↗
Elicit results table for a question about invasive species with a Filters popover open: Has PDF toggle, Publication date and Journal quality range sliders, and Study Type checkboxes, with Cancel and Apply.
Elicit
A Filters popover sits over the paper table and narrows the same result set by date, journal quality and study type, without rewording the question.
Source: Elicit Help Center ↗

When to use

Retrieval, search and multi-candidate generation where the good answer is already in the set.

Seen in

Perplexity source filters, Glean facets, Adobe Stock AI filters, Deep Research scoping.

For engineers

Filter client-side over the returned candidate set where possible; keep the unfiltered set in memory.

Build prompt

A neutral, component-only prompt for a coding agent. Edit the stack block or anything else to fit your project, then copy it.

Download this prompt as Markdown, or every prompt as JSON for an agent.

Critique checklist for tuners

0 of 4 checked

These questions apply to every pattern in this family. Ticks are saved in this browser.