{"course":{"slug":"ai-for-small-business","title":"AI for a Small Business","url":"https://addaly.com/learn/ai-for-small-business","level":"beginner","track":"work"},"lesson":{"slug":"writing-what-persuades","title":"The objection it cannot know","url":"https://addaly.com/learn/ai-for-small-business/writing-what-persuades","position":45,"of":88,"minutes":9,"answer":"Generated copy is polite and ineffective because the model cannot know which specific hesitation is stopping your customers, so mine the objections out of your own enquiries and feed them in.","keyIdea":"Generated copy is polite and ineffective because the model cannot know which specific hesitation is stopping your customers, so mine the objections out of your own enquiries and feed them in; and remember that changing the offer moves conversion far more than any rewrite."},"body":{"format":"markdown","text":"## Why generated marketing copy is polite and ineffective\n\nAsk for copy about your service and you get something fluent and reasonable that changes nobody's mind. The reason is not style.\n\nPersuasion works by addressing the specific reason this specific person has not bought. That reason is usually one of a small number of things: it costs more than they expected, they have been let down before by somebody in your trade, they are not sure it will fit, they do not know how long it takes, they are worried about looking foolish for asking.\n\nA model does not know which of those it is. It has no access to your customers, so it writes toward the average of all persuasive copy, which is a description of benefits. Benefits are the answer to \"why is this good\", and almost nobody is asking that. They are asking \"why might this go wrong for me\".\n\n## Get the objections from your own records\n\nYou already have them written down, and this is the exercise that changes the output.\n\nGo through your last fifty enquiries and note every hesitation, question and reason given for not proceeding. Add anything customers say in the shop and anything that appears in reviews. Sort into a list.\n\nMost businesses find between five and eight distinct objections, and are surprised by two of them. A joinery workshop expecting price objections found the top concern was mess and disruption, which appeared in nothing they had ever written.\n\n> Figure: A joinery workshop's objections, counted from its own enquiries. Bars (mentions across the last fifty enquiries): Mess and disruption in the house 19; How long we will be there 14; Price against a flat-pack alternative 11; The last tradesman did not turn up 6; Whether it will fit the space 4. The workshop expected price to lead, and had written nothing anywhere about dust sheets or daily clean-up. A model cannot know which hesitation is stopping your customers, which is why generated copy is polite and changes nobody's mind.\n\nNow feed that list in:\n\n```text\nOur customers hesitate for these reasons, most common first:\n1. Worried about mess and disruption in the house\n2. Not sure how long we will be there\n3. Price relative to a flat-pack alternative\n4. Previous tradesman did not turn up\n\nWrite 150 words for the services page that addresses 1 and\n2 directly, with these facts: [dust sheets, daily clean-up,\ntypical 3 days, we text every morning we are coming].\nPlain, no marketing language, no closing question.\n```\n\nThe output is now about something real, because you supplied the thing the model could not know.\n\n## The offer beats the copy\n\nWorth saying plainly, because it is where effort is best spent.\n\nNo amount of writing fixes an offer nobody wants. A free measure-up visit, a fixed price rather than an estimate, a two-year guarantee, delivery included, payment in three parts: each of these changes conversion far more than any rewrite.\n\nUse the model to help think about the offer rather than only to describe it: *here is what we sell and here are the four reasons people hesitate; suggest ten changes to the offer that would remove each hesitation, and say what each would cost us.* Half will be impractical. Two will be worth trying, and you can test one this month.\n\n## What good copy contains\n\nFour things, and a model will supply none of them unless you do.\n\n**A number.** Three days. Fourteen years. Two hundred a metre. Numbers are the difference between a claim and a fact.\n\n**A named limitation.** \"We do not do bathrooms.\" \"Not suitable above 95 kilos.\" Stating what you are not is the strongest trust signal available, and it is the thing generated copy never volunteers.\n\n**Something only you could say.** The thing you noticed, the mistake you learned from, the way you do it differently.\n\n**What happens next.** Precisely. \"Send a photograph and we reply with a price within a day.\"\n\nRead any draft against those four. If three are missing, the problem is the input.\n\n## Test rather than argue\n\nTwo versions of a page, run for a fortnight each, counting enquiries. Free in every website tool, and it settles arguments that otherwise run for months.\n\nSmall businesses rarely get enough traffic for a statistically clean result, and that is fine: you are looking for large differences, not small ones. If one version doubles enquiries, you do not need a significance test. If they are within 10% of each other, the copy is not your constraint, and the offer probably is.\n\n## Where to put the objections\n\nNot all in one defensive section. Answer each where it arises.\n\nThe price objection belongs next to the price. The disruption worry belongs in the description of how the work happens. The \"will it fit\" question belongs in the specifications, with a number.\n\nA page with a heading called \"Common concerns\" is doing this the weak way, because a reader with the concern has usually left before reaching it. Address it at the moment it occurs to them.\n\n## Write it once, use it everywhere\n\nThe objection list is one of the most reusable assets in this course. It feeds the services page, the quote template's exclusions, the frequently-asked-questions page, the facts sheet, the enquiry reply prompt and the sales conversation.\n\nKeep it as a document, update it whenever a new hesitation appears twice, and date it. Objections change: a concern about supply times that dominated one year can disappear entirely the next."},"check":{"question":"A workshop's generated services page reads well and produces no enquiries. The owner asks for a more compelling rewrite. Why is this unlikely to work?","options":[{"text":"Website copy has limited effect on enquiries compared with local search visibility, so the traffic rather than the page is the constraint.","correct":false,"tempting":"May be true and is untested here; if visitors are arriving and not enquiring, the page is failing them regardless of how they found it."},{"text":"The page needs a clearer call to action telling visitors exactly what to do next, which generated copy typically states too vaguely to prompt action.","correct":false,"tempting":"Identifies one of the four missing elements and treats it as the whole problem, when a precise next step does not help a reader whose actual hesitation is unaddressed."},{"text":"A rewrite still lacks the specific hesitation stopping these customers, so it will produce different pleasant sentences about the same generic benefits.","correct":true},{"text":"Generated copy is recognisable to readers, who discount it automatically, so the page will underperform however many times it is rewritten within the same tool and with the same underlying model behind it.","correct":false,"tempting":"Blames detectability, when copy that reads as generated does so mainly because it contains nothing specific, which is the cause rather than a separate effect."}]},"prev":{"slug":"being-found","title":"Being found, now that search engines answer questions themselves","url":"https://addaly.com/learn/ai-for-small-business/being-found"},"next":{"slug":"ads-without-burning-money","title":"Automated advertising on a small budget","url":"https://addaly.com/learn/ai-for-small-business/ads-without-burning-money"},"authorship":"Founder and series editor: Dr Mustafa Mun. Written by AI models to a written standard. Exam keys checked blind by a second model: 3,665 of 3,666 agreed. Academic review invited.","review":{"status":"Draft, open for academic review"},"cite":"Addaly (2026) 'The objection it cannot know', in AI for a Small Business. Edited by M. Mun. Addaly. Available at: https://addaly.com/learn/ai-for-small-business/writing-what-persuades (Accessed: 13 October 2026).","licence":{"name":"CC BY-NC-SA 4.0","url":"https://creativecommons.org/licenses/by-nc-sa/4.0/"},"reader":{"schema":1,"title":"The objection it cannot know","courseTitle":"AI for a Small Business","module":{"index":5,"slug":"selling-and-being-found","title":"Selling: listings, images, marketing and price"},"answer":null,"keyIdea":"Generated copy is polite and ineffective because the model cannot know which specific hesitation is stopping your customers, so mine the objections out of your own enquiries and feed them in; and remember that changing the offer moves conversion far more than any rewrite.","hero":{"kind":"figure","figure":{"t":"figure","label":"Figure","figure":{"type":"bars","unit":"mentions across the last fifty enquiries","title":"A joinery workshop’s objections, counted from its own enquiries","series":[{"label":"Mess and disruption in the house","value":19,"highlight":true},{"label":"How long we will be there","value":14},{"label":"Price against a flat-pack alternative","value":11},{"label":"The last tradesman did not turn up","value":6},{"label":"Whether it will fit the space","value":4}],"caption":"The workshop expected price to lead, and had written nothing anywhere about dust sheets or daily clean-up. A model cannot know which hesitation is stopping your customers, which is why generated copy is polite and changes nobody’s mind."},"alt":"Figure: A joinery workshop’s objections, counted from its own enquiries. Bars (mentions across the last fifty enquiries): Mess and disruption in the house 19; How long we will be there 14; Price against a flat-pack alternative 11; The last tradesman did not turn up 6; Whether it will fit the space 4. The workshop expected price to lead, and had written nothing anywhere about dust sheets or daily clean-up. A model cannot know which hesitation is stopping your customers, which is why generated copy is polite and changes nobody’s mind."}},"blocks":[{"t":"h2","id":"why-generated-marketing-copy-is-polite-and-ineffective","runs":[{"text":"Why generated marketing copy is polite and ineffective"}]},{"t":"p","runs":[{"text":"Ask for copy about your service and you get something fluent and reasonable that changes nobody’s mind. The reason is not style."}]},{"t":"p","runs":[{"text":"Persuasion works by addressing the specific reason this specific person has not bought. That reason is usually one of a small number of things: it costs more than they expected, they have been let down before by somebody in your trade, they are not sure it will fit, they do not know how long it takes, they are worried about looking foolish for asking."}]},{"t":"p","runs":[{"text":"A model does not know which of those it is. It has no access to your customers, so it writes toward the average of all persuasive copy, which is a description of benefits. Benefits are the answer to “why is this good”, and almost nobody is asking that. They are asking “why might this go wrong for me”."}]},{"t":"h2","id":"get-the-objections-from-your-own-records","runs":[{"text":"Get the objections from your own records"}]},{"t":"p","runs":[{"text":"You already have them written down, and this is the exercise that changes the output."}]},{"t":"p","runs":[{"text":"Go through your last fifty enquiries and note every hesitation, question and reason given for not proceeding. Add anything customers say in the shop and anything that appears in reviews. Sort into a list."}]},{"t":"p","runs":[{"text":"Most businesses find between five and eight distinct objections, and are surprised by two of them. A joinery workshop expecting price objections found the top concern was mess and disruption, which appeared in nothing they had ever written."}]},{"t":"p","runs":[{"text":"Now feed that list in:"}]},{"t":"code","lang":"text","label":"Text","text":"Our customers hesitate for these reasons, most common first:\n1. Worried about mess and disruption in the house\n2. Not sure how long we will be there\n3. Price relative to a flat-pack alternative\n4. Previous tradesman did not turn up\n\nWrite 150 words for the services page that addresses 1 and\n2 directly, with these facts: [dust sheets, daily clean-up,\ntypical 3 days, we text every morning we are coming].\nPlain, no marketing language, no closing question."},{"t":"p","runs":[{"text":"The output is now about something real, because you supplied the thing the model could not know."}]},{"t":"h2","id":"the-offer-beats-the-copy","runs":[{"text":"The offer beats the copy"}]},{"t":"p","runs":[{"text":"Worth saying plainly, because it is where effort is best spent."}]},{"t":"p","runs":[{"text":"No amount of writing fixes an offer nobody wants. A free measure-up visit, a fixed price rather than an estimate, a two-year guarantee, delivery included, payment in three parts: each of these changes conversion far more than any rewrite."}]},{"t":"p","runs":[{"text":"Use the model to help think about the offer rather than only to describe it: "},{"text":"here is what we sell and here are the four reasons people hesitate; suggest ten changes to the offer that would remove each hesitation, and say what each would cost us.","i":true},{"text":" Half will be impractical. Two will be worth trying, and you can test one this month."}]},{"t":"h2","id":"what-good-copy-contains","runs":[{"text":"What good copy contains"}]},{"t":"p","runs":[{"text":"Four things, and a model will supply none of them unless you do."}]},{"t":"p","runs":[{"text":"A number.","b":true},{"text":" Three days. Fourteen years. Two hundred a metre. Numbers are the difference between a claim and a fact."}]},{"t":"p","runs":[{"text":"A named limitation.","b":true},{"text":" “We do not do bathrooms.” “Not suitable above 95 kilos.” Stating what you are not is the strongest trust signal available, and it is the thing generated copy never volunteers."}]},{"t":"p","runs":[{"text":"Something only you could say.","b":true},{"text":" The thing you noticed, the mistake you learned from, the way you do it differently."}]},{"t":"p","runs":[{"text":"What happens next.","b":true},{"text":" Precisely. “Send a photograph and we reply with a price within a day.”"}]},{"t":"p","runs":[{"text":"Read any draft against those four. If three are missing, the problem is the input."}]},{"t":"h2","id":"test-rather-than-argue","runs":[{"text":"Test rather than argue"}]},{"t":"p","runs":[{"text":"Two versions of a page, run for a fortnight each, counting enquiries. Free in every website tool, and it settles arguments that otherwise run for months."}]},{"t":"p","runs":[{"text":"Small businesses rarely get enough traffic for a statistically clean result, and that is fine: you are looking for large differences, not small ones. If one version doubles enquiries, you do not need a significance test. If they are within 10% of each other, the copy is not your constraint, and the offer probably is."}]},{"t":"h2","id":"where-to-put-the-objections","runs":[{"text":"Where to put the objections"}]},{"t":"p","runs":[{"text":"Not all in one defensive section. Answer each where it arises."}]},{"t":"p","runs":[{"text":"The price objection belongs next to the price. The disruption worry belongs in the description of how the work happens. The “will it fit” question belongs in the specifications, with a number."}]},{"t":"p","runs":[{"text":"A page with a heading called “Common concerns” is doing this the weak way, because a reader with the concern has usually left before reaching it. Address it at the moment it occurs to them."}]},{"t":"h2","id":"write-it-once-use-it-everywhere","runs":[{"text":"Write it once, use it everywhere"}]},{"t":"p","runs":[{"text":"The objection list is one of the most reusable assets in this course. It feeds the services page, the quote template’s exclusions, the frequently-asked-questions page, the facts sheet, the enquiry reply prompt and the sales conversation."}]},{"t":"p","runs":[{"text":"Keep it as a document, update it whenever a new hesitation appears twice, and date it. Objections change: a concern about supply times that dominated one year can disappear entirely the next."}]}],"check":{"question":[{"text":"A workshop’s generated services page reads well and produces no enquiries. The owner asks for a more compelling rewrite. Why is this unlikely to work?"}],"options":[{"text":[{"text":"Website copy has limited effect on enquiries compared with local search visibility, so the traffic rather than the page is the constraint."}],"correct":false,"tempting":[{"text":"May be true and is untested here; if visitors are arriving and not enquiring, the page is failing them regardless of how they found it."}]},{"text":[{"text":"The page needs a clearer call to action telling visitors exactly what to do next, which generated copy typically states too vaguely to prompt action."}],"correct":false,"tempting":[{"text":"Identifies one of the four missing elements and treats it as the whole problem, when a precise next step does not help a reader whose actual hesitation is unaddressed."}]},{"text":[{"text":"A rewrite still lacks the specific hesitation stopping these customers, so it will produce different pleasant sentences about the same generic benefits."}],"correct":true,"tempting":null},{"text":[{"text":"Generated copy is recognisable to readers, who discount it automatically, so the page will underperform however many times it is rewritten within the same tool and with the same underlying model behind it."}],"correct":false,"tempting":[{"text":"Blames detectability, when copy that reads as generated does so mainly because it contains nothing specific, which is the cause rather than a separate effect."}]}],"order":[0,2,3,1],"why":null},"prev":{"slug":"being-found","title":"Being found, now that search engines answer questions themselves","minutes":9},"next":{"slug":"ads-without-burning-money","title":"Automated advertising on a small budget","minutes":9}}}