Potentialpark AI Proofing – Don’t let AI misrepresent your Employer Brand
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Potentialpark AI Proofing

Don’t let AI misrepresent your Employer Brand.

Candidates now ask AI which employers to trust. AI Proofing shows what it answers about you, which sources it relies on and what to fix first.

The audit button opens our booking page, where you pick a time with the Potentialpark team.

75%of global candidates use AI
32%already rely on it during their job search

Illustration: an AI assistant answers a candidate question. In three examples your company is not mentioned, competitors dominate the answer, or the description is outdated and generic.

What can go wrong

Three ways AI gets your employer brand wrong

  • You are not mentioned

    AI tools leave the company out of answers, making it effectively invisible to candidates.

  • Competitors dominate the answers

    AI repeatedly highlights competitors instead of you.

  • Your brand is described inaccurately

    AI relies on outdated, incomplete or generic information about you.

AI ASSISTANT
C

Which employers should I apply to for a graduate programme?

01Employer Astrong match
02Employer Bstrong match
03Employer Cgood match
—Your companynot mentioned

ILLUSTRATIVE EXAMPLE · NOT REAL DATA

SHARE OF AI ANSWERS
Competitor A
84%
Competitor B
67%
Competitor C
51%
You
11%

ILLUSTRATIVE EXAMPLE · NOT REAL DATA

AI ASSISTANT
C

What is it like to work at your company?

A traditional company with limited information on career development. Reviews from several years ago mention a rigid culture.
outdatedgenericEVP missing

ILLUSTRATIVE EXAMPLE · NOT REAL DATA

The solution

Potentialpark AI Proofing: know what AI says about you. Then fix it.

Potentialpark AI Proofing helps you understand and improve how AI describes your Employer Brand: your visibility, positioning and perception in AI answers.

  1. 01

    A clear diagnosis of your visibility

    Where you appear, where you don’t, and how strong you are versus competitors.

  2. 02

    A map of the sources behind the answers

    Which websites and platforms AI uses, how third parties shape your brand, and whether AI cites your content or someone else’s.

  3. 03

    A breakdown of how AI describes you

    The themes it repeats, whether your EVP comes through, and where the message is unclear, generic or misleading.

  4. 04

    Expert guidance on what to fix first

    The high-impact gaps to close, what to improve and how to strengthen your online presence.

Built on Potentialpark candidate insight since 2002.

How it works

From your brief to clear next steps

01

Input

We start from your situation, so the audit asks AI the questions your candidates ask.

Target personaEVP themesCompetitor benchmarksPrompt setAI tools
02

Analysis

We evaluate the AI answers in four areas.

PresenceProminenceSentimentSource analysis

Do you appear at all, how visible and competitive are you, which tone does AI use, and which sources shape the answers and point to your official channels.

03

Delivery

You receive three outputs.

Potentialpark Qualitative ReportHow AI describes you, the themes that emerge and what is missing or distorted versus your EVP.
Competitive SnapshotWho dominates AI responses, where they win and where you can gain share.
Expert InsightsWhat to improve in your content and how to strengthen your presence on AI tools.

AI tools in scope

The AI tools we analyze

AI Proofing looks at how today’s AI assistants answer the questions your candidates ask.

AI tools analyzed: Qwen, ChatGPT, Perplexity, Gemini, Claude, Grok, MyAI, Manus, Mistral AI, Copilot, DeepSeek, Amazon Q, Meta Llama and others.

See the gap

What you promote vs. what AI believes

When AI relies on outdated or generic sources, the story candidates hear can drift far from your EVP. AI Proofing makes that gap visible.

WHAT YOU PROMOTE

  • ✓Innovation-led culture
  • ✓Clear career paths for graduates
  • ✓Flexible, hybrid ways of working
  • ✓Purpose beyond profit

WHAT AI MAY SAY

  • !“A traditional, hierarchical company”
  • !“Limited information on career development”
  • !“Mostly on-site work”
  • !Sources: old reviews and third-party sites
DRAG TO COMPARE

Illustrative example with a fictional employer. It is not real data.

Your next step

Find out what AI says about your company.

Book your AI Proofing Audit and talk it through with the Potentialpark team, or write to us if you want to ask something first.

Why Potentialpark

Built on candidate insight since 2002

Potentialpark has been a talent communication leader since 2002 and draws on the views of millions of candidates.

01Each year, candidates take part in Communication Studies and Experience Panels about their expectations and job-search needs.
02Data-driven, actionable insights for your career channels and communication, so you stay aligned with candidates.