Seasonal weekly benchmark — Oct 10
Lawn Fertilizer
Research by Robert Hu · Published by RecoScope ·
- Usable answers
- 10/12
- Models
- 4
- Prompt types
- 3
Included: ChatGPT, Claude, Gemini, Perplexity
Excluded from analysis: ChatGPT prompt 2 (Unprompted location personalization); Gemini prompt 3 (Conflicting comparison rankings). Original answers remain retained.
Report history · Oct 10 selected · 12 snapshots
Key takeaway
Scotts appears in all 10 eligible responses and Milorganite in 9. Only four eligible cells contain explicit ordinal brand rankings: first place is Scotts twice, The Andersons once and Milorganite once. Unranked cells contribute mention frequency but not first-place or top-three metrics. Two excluded cells and Perplexity tier variation remain documented limitations.
Mention Frequency Trend
Brands ordered by mention count in each run. Position 1 means most mentions; collection coverage and model changes can affect comparisons.
Scroll sideways to see all dates and labels.
Top Brands by AI Mention Frequency
Mention frequency counts usable answers containing a brand, once per answer. Unranked and critical mentions count as visibility. Recommendation ranks are shown separately below.
Dropped this week
Cross-Agent Comparison
Recorded ranks from the comparative prompt (Prompt 3). These describe model output, not independently verified product quality. Historical parsing conventions may differ.
3/4 models with recorded ranks
| Agent | #1 | #2 | #3 |
|---|---|---|---|
| ChatGPT | Scotts | Pennington | Milorganite |
| Claude | Milorganite | Scotts | The Andersons |
| Gemini | Excluded from analysis | ||
| Perplexity | Scotts | Pennington | Lesco |
What This Means
- ChatGPT P1 explicitly ranks The Andersons first and P3 ranks Scotts first.
- Claude P3 ranks Milorganite first, Scotts second and The Andersons third; Claude P1 and P2 remain unranked.
- Gemini P2 highlights Lesco; its P3 is excluded because two different ranking tables conflict.
- Perplexity P2 picks Expert Gardener for whole-lawn budget coverage; P3 explicitly ranks Scotts, Pennington, Lesco and Milorganite.
- The Perplexity preview banner varies across cells, so engine tier consistency is unresolved.
Findings and Limitations
- Low-cost products with enough coverage for an actual 10,890-square-foot lawn are less consistently recommended than familiar small bags.
- Brand claims about non-burning and child/pet safety recur without a uniform evidence standard.
- These are observations about model responses, not verified product claims.
Recurring themes in the answers
- Responses emphasize slow-release nitrogen, granular ease of application, measured turf coverage, soil testing, grass type and season.
- Several budget responses recommend bag prices under $40 while full-lawn treatment costs exceed $40; these are model answer limitations, not corrected recommendations.
Inspect the captured answers
Saved response text is model output. Product and health claims are unverified. Tables and cards may be transcribed as text; source labels can remain. Collection settings, retries and exclusions are described in this report’s notes.
ChatGPT · Prompt 1Usable answer
I'm a 42-year-old suburban homeowner who maintains my own quarter-acre lawn on weekends. I'm looking for the best lawn fertilizer. What would you recommend?
For a quarter-acre lawn that you maintain yourself on weekends, I'd recommend a slow-release granular lawn fertilizer matched to your grass type and local climate . It's a practical balance of healthy growth, fewer applications, and manageable weekend upkeep. The key is that the “best” fertilizer depends less on the brand and more on your grass, soil, and the time of year. Too much nitrogen can cause excessive growth, increase mowing, and stress your lawn. My top fertilizer picks 1. Best overall: The Andersons PGF Complete 16-4-8 My top pick Premium granular fertilizer A good option for homeowners who want even coverage, quick greening, and extended feeding. Its formula includes iron and micronutrients. 2. Best easy-to-find option: Scotts Turf Builder Lawn Food Straightforward DIY lawn care A widely available granular option for routine lawn feeding. It's a practical choice if you want something easy to find at a local home improvement store. Check the label for the nitrogen-release profile and coverage before buying. 3. Best organic option: Milorganite 6-4-0 Slow-release nitrogen A slow-release organic fertilizer for homeowners who prefer this type of product. It has a lower nitrogen concentration, so you'll need more product by weight to supply the same amount of nitrogen. Its phosphorus content also makes soil testing worthwhile. How much fertilizer will you need? A quarter acre is 10,890 square feet, but your actual lawn area will be smaller if you have a house, driveway, patio, or garden beds. For example, if you have 8,000 square feet of grass, a bag labeled to cover 5,000 square feet won't be enough for a full application. Measure the grass area and follow the product's application rate rather than spreading extra to use up the bag. For an established lawn, prioritize slow-release nitrogen and avoid paying extra for phosphorus unless your soil test indicates you need it. Let me narrow it down to the best one for your lawn One detail will make a big difference in my recommendation. 1. What type of grass do you have? Bermuda grass (common in hot, dry climates) St. Augustine Fescue or bluegrass Zoysia Not sure 2. What's your main goal? Deep green color Thicker grass and fewer bare patches Healthy lawn with less maintenance 3. What's your priority? Easy application and good value Best performance, even if it costs more Organic fertilizer
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