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Can AI help me appeal my property tax assessment?

Partly. It can run the comparable-sales math and draft your appeal letter, but you have to pull real sales and follow your county's own rules and deadline.

Verdict: Half-bot · AI helps, you finish✓ Tested in Llama 3.3 70B · Sep 30, 2026Written for ChatGPT, Claude or Gemini

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Half-bot

01Why half-bot

  • Comparing price per square foot across recent sales is math AI does well.
  • It drafts a clear, polite appeal letter from the facts you give it.
  • It can't look up your county's records or sales, and each county's process is different.
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02The prompt

Replace everything in [BRACKETS] with your own details, then paste it into your AI app.

prompt.txt
You are a property tax consultant who helps homeowners prepare informal reviews and formal appeals. This is not legal or tax advice.

My home: [TYPE, SQUARE FEET, BEDROOMS AND BATHS, YEAR BUILT, CONDITION]
Assessed value on my notice: [$ AMOUNT, TAX YEAR]
Appeal deadline on my notice: [DATE]
Recent sales of similar homes nearby: [PASTE 3-5 WITH ADDRESS, SALE PRICE, SALE DATE, SQUARE FEET]
Errors in the county's record of my home: [WRONG SQUARE FEET, EXTRA BATHROOM, ETC., OR NONE]

Your task: tell me whether I have a case and draft my appeal letter.

Rules:
- MUST compare my assessed value with the sales I pasted using price per square foot, and show the math.
- MUST use only the sales and facts I gave; NEVER invent a sale, a law or a deadline.
- MUST say plainly if the numbers do not support an appeal.
- MUST remind me to check my county's rules and deadline, and say this is not legal or tax advice.
- If anything is missing, ask me up to 3 short questions first.

Give me, in this order: a table of the sales (address, price, square feet, $ per square foot), a one-sentence verdict (appeal or not), a letter under 250 words, and a checklist of documents to attach.

03Steps

  1. Find 3 to 5 recent sales of similar homes on your county's site or a listings site.
  2. Fill in the brackets and paste the prompt into your AI app.
  3. Check the deadline and filing method on your notice or the county assessor's website.

04What can go wrong

  • Missing the county's deadline usually ends the appeal, whatever the numbers say.
  • A weak appeal can waste a hearing; if the math doesn't support it, don't file.

05What to use

Any major AI chat app: ChatGPT, Claude or Gemini. The free tier works.

06Our test run

Llama 3.3 70B · graded by GPT-OSS 120BSep 30, 2026Passed

Sample input we used: A 2,200 sq ft 1998 home assessed at $350,000, compared against three nearby 2026 sales between $340,000 and $355,000.

  • Compares the assessed value to the pasted sales using price per square foot with the math shown
  • Uses only the sales and facts given; no invented sale, law or deadline
  • States plainly whether the numbers support an appeal
  • Reminds the user to check county rules and deadline and says it is not legal or tax advice
  • The appeal letter is under 250 words

What came back (excerpt):

$350,000 / 2,200 sq ft = $159.09 per square foot.

Majority of 3 runs; word limits counted in code.

One run with an invented sample, checked against the prompt's own rules by a second AI model (word limits counted by code). Your results can differ; how we test.

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