
Managing reputation in the age of synthetic content
Tools such as ChatGPT, Grok, Gemini, and proprietary large language models (LLMs) can pop out client memos, legal alerts, and thought leadership articles at record speed. However, as law firms embrace these technologies, they face an urgent imperative: using the power of generative AI in a way that does not compromise the integrity of their brand.
Generative AI offers law firms a range of amazing efficiencies such as the ability to produce first drafts of documents, analyze vast amounts of data, and generate commentary on case law in minutes. These functions save time and are extremely valuable, particularly in fast-moving regulatory and litigation environments.
As an example, AI tools can quickly draft breaking news client alerts on recently introduced legislation and summarize complex case law. This can free up an attorney's time for more strategic work as well as enhance a firm's responsiveness, positioning it as a leader in a competitive market. Yet, speed could come at a cost. AI lacks an inherent understanding of legal nuance and most importantly, ethical obligations, or jurisdictional differences that a human understands. It can operate without accountability, increasing the risk of producing inaccurate, overly generalized, or fabricated content.
A notable example is a syndicated article published in the Chicago Sun-Times and Philadelphia Inquirer in summer 2025, which included a reading list featuring nonexistent books in the summer 2025 reading list article. As reported in The Washington Post, ("Major newspapers ran a summer reading list. AI made up book titles." May 20, 2025) the author admitted to using AI tools without human editing, leading to factual errors and reputational damage for both the media outlets and the author.
For law firms, similar missteps could erode client trust and tarnish a brand built over decades. The Wall Street Journal certainly could have been thinking of brand awareness when they issued their own recommendations of 14 books to read.
The adoption of generative AI introduces several risks that can undermine a law firm's reputation:
(1) Accuracy and misinformation: AI-generated content is prone to "hallucinations," which are confidently stated but factually incorrect information. In the legal context, publishing flawed analyses, outdated citations, or incorrect interpretations of case law could have disastrous consequences, particularly if the firm's name is attached.
(2) Plagiarism and intellectual property infringement: Many AI models are trained on datasets scraped from the internet. This raises the risk that outputs may inadvertently replicate existing work without proper attribution, which could expose firms to copyright infringement claims or ethical violations, both of which carry significant reputational and legal consequences.
(3) Dilution of expertise and thought leadership: Overreliance on AI for client alerts, bylined articles, or white papers risks diluting a firm's unique voice and eroding its authority. We see too many headlines using the word navigating, do we not? Clients hire lawyers for their cultivated expertise, unique insight, and judgment, not for generic, machine-generated summaries that lack depth or context.
(4) Reputational fallout from internal use: Even internally circulated AI-generated content, such as draft memos or research notes, can create liabilities if leaked or misused. A poorly written or inaccurate draft that reaches the public eye, whether through a data breach or accidental disclosure, can damage a firm's credibility.
From a public relations perspective, generative AI requires a new framework for content governance. Law firms must move beyond enthusiasm for efficiency and embrace disciplined oversight.
Here are five essential steps:
•Establish a human touch policy: All AI-generated legal content should be reviewed and ideally co-authored by a licensed attorney. Firms must make it clear that no AI-generated output goes client-facing without human verification.
•Implement AI disclosures and transparency protocols: Whether, in client alerts or public-facing articles, firms should consider disclosing when AI has been used in content creation. This transparency not only builds trust but protects against future claims of misrepresentation or malpractice.
•Train attorneys and comms teams in AI literacy: Educate your lawyers, marketers, and PR professionals on the wonders, capabilities, and also the limitations of generative AI. Understanding how these tools work and where they can fail is critical to mitigating brand risk.
•Audit for originality and attribution: Use plagiarism detection software such as Grammarly and internal checks to ensure content is original and appropriately sourced. This applies even to internal research memos and pitch materials.
•Define your firm's brand voice and reinforce it: AI can write in any voice. Law firms have a tone of voice. The challenge is ensuring it consistently writes in your voice. Set clear tone, style, and messaging guidelines so that AI-generated drafts align with your firm's brand identity.
Used thoughtfully, generative AI can elevate a firm's ability to communicate, respond, and engage with clients and the media. But it must never replace human insight, editorial judgment, or the firm's hard-earned reputation.
Your brand is your most valuable asset, so guard it accordingly, even when the content comes from a machine. AI should serve as an enhancer, not a substitute, for the qualities that make your firm unique. Thoughtful implementation requires rigorous oversight, ethical considerations, and a steadfast commitment to authenticity.

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The Herald Scotland
10 minutes ago
- The Herald Scotland
NFL record predictions: AI makes win-loss picks for all 32 teams
Society soaks up everything artificial because it's more convenient or tastes better. Laziness or convenience? You be the judge. No matter how popular those fake things become, nothing can ever replace the original. As we embark on the early days of NFL training camp, it's important to have some fun, even if the robots continue to conquer more and more in some sort of ode to imperialism. Will Patrick Mahomes and the Kansas City Chiefs rebound after a Super Bowl beatdown? Which NFL team will surprise? Who will be the league's best and who will be the worst? While many speculate and debate how each NFL team will perform in 2025, we decided to get Google Gemini's artificial thoughts by having it predict every team's record. Here are the results. 2025 NFL record predictions: AI projections for all 32 teams AFC East Buffalo Bills: 12-5 New England Patriots: 9-8 Miami Dolphins: 8-9 New York Jets: 7-10 Gemini isn't forecasting any surprises in the AFC East, predicting Buffalo to win the division for the sixth straight year. The chatbot noted that they have a strong foundation in place as the team dreams of reaching the Super Bowl. Josh Allen's crew should keep rolling without much resistance. Google's artificial intelligence is buying stock, however, in the Patriots next season. It's a big fan of Drake Maye and believes Mike Vrabel can get the team back to their winning ways. Conventional wisdom suggests that the Patriots are poised for a better season. Gemini subscribes to that line of thinking as well. Miami finds itself settling into the third spot in this division race, primarily because of concerns about consistency and health. Can Tua Tagovailoa avoid injury all season? Is there enough depth on the roster? The chatbot isn't sure of either, saying results for the Dolphins are mixed this season. Returning to the bottom of the AFC East is the Jets, who are certainly no stranger to being there. However, it's a 7-10 season for New York in what profiles as a significant question mark-style season, according to Gemini. The team has limited upside in its imaginary eyes, but likes the defense and is unsure about Justin Fields. Maybe the intelligence isn't that artificial after all. AFC North The Ravens are locked and loaded for another run in 2025, hoping this will be the year they get over their playoff woes to reach the big game in February. Gemini is forecasting another division-winning season for John Harbaugh's team, with a sprinkling of regression despite their all-in approach to the offseason. Regardless, it should come as no surprise that the Ravens lead the way here as Lamar Jackson looks to build off another MVP-caliber season. Cincinnati is a logical entrant for the second spot in the AFC North, but the Bengals are a wild card in the jungle. The contract situations for Trey Hendrickson and Shemar Stewart have been a dark cloud hanging over the offseason in Cincinnati. That is in addition to a team that has underachieved each of the last two seasons. The Bengals have a wide range of outcomes, but Gemini lands on the more optimistic side of the spectrum. The Steelers also know a thing or two about a wide range of outcomes, especially after signing the 41-year-old Aaron Rodgers. After adding DK Metcalf to upgrade the receiver room, it remains to be seen whether Pittsburgh is better in 2025. The chatbot has taken Mike Tomlin's ability to avoid losing seasons into account, predicting a 9-8 record. In the AFC North basement, it's the Cleveland Browns. That comes as no surprise considering the state of their rebuild and the lack of a clear quarterback solution. Cleveland's defense can steal some games thanks to Myles Garrett, but don't expect a miracle in The Land. MORE: Mike Tomlin and Aaron Rodgers are desperate to win big again. They are a perfect match AFC South It's been all chalk for Gemini in the early going, sticking with the favorite to capture the division crown. The Texans may have a few problems on their hands come playoff time, especially if C.J. Stroud is wounded behind that offensive line. However, the defense is good enough to carry them through a division that doesn't figure to have much resistance, leaving them as the clear team to beat. Liam Coen lived a life of luxury coordinating an experienced Tampa offense loaded with talent in 2024. Now for his next trick, he heads to the opposite coast of Florida to guide Jacksonville back to NFL relevancy. It's a much younger offense for the Jaguars, giving the rookie head coach a blank canvas to mold the roster as he sees fit. With that in mind, Gemini believes they can contend for a playoff spot this year. If Trevor Lawrence returns to form, Jacksonville is a frisky team that can be a threat. Everything for the Colts is tied to their quarterback situation, and the chatbot agrees. Anthony Richardson has to take a step in the right direction, but his shoulder injury is already dominating the conversation. There is still talent on this team that should keep them from bottoming out. However, the ceiling isn't particularly high and seven wins feels pretty close to it. The Titans hope they have their quarterback in Cam Ward, but it's unlikely that wins will follow in 2025. Tennessee has plenty of other issues that will hold them back next season, which is to be expected in a rebuild. An infusion of talent will continue in the coming years, but this year is all about making sure Ward is the answer going forward. Wins would be a bonus. AFC West Kansas City Chiefs: 12-5 Los Angeles Chargers: 10-7 Denver Broncos: 9-8 Las Vegas Raiders: 6-11 The Super Bowl seemed to show some cracks in the armor for Kansas City, but the Chiefs remain inevitable in an AFC West desperate to dethrone them. As long as Patrick Mahomes is playing and Andy Reid is coaching, this is the Chiefs' spot until it's not. Gemini agrees, highlighting their consistency and top-end talent. Jim Harbaugh's first season back in the NFL was a resounding success, remaking the identity of the Chargers while still securing a playoff spot. Following an early playoff exit, Harbaugh now needs his team to take the next step. The chatbot has them finishing with one less win, but considers Los Angeles a serious contender if things break right. Gemini believes the Broncos will challenge for a playoff spot again this season, calling them a potential surprise in the AFC. The AI must've forgotten that Denver was the surprise of 2024 with Bo Nix delivering in a big way. It especially likes the addition of Trent Sherfield. Regardless, the Broncos will again be a pesky bunch next season. Perhaps the most surprising prediction in the AFC, Gemini isn't buying whatever the Raiders are selling. Vegas checks in at 6-11, which would be a disappointing win total after its offseason makeover. They've stabilized the organization by bringing in Pete Carroll and Geno Smith to work with a roster infused with young talent like Ashton Jeanty and Brock Bowers. Gemini considers the division too tough for them to compete right away, but that won't make anyone in Sin City feel good if it comes to fruition. NFC East We've yet to see a team reach the 13-win mark and that won't happen here either with the Eagles. Maybe it's a Super Bowl hangover for the defending champions, but Gemini isn't going out on a limb for this prediction. However, this would also be the first time an NFC East champion was able to defend its crown since the Eagles last did so from 2001-2004. The Cowboys are a surprise entrant in the second spot, primarily because they profile as a team in transition. Dak Prescott is returning from a hamstring injury that ended his 2024 season. Brian Schottenheimer takes over as head coach and the offensive line will have to operate without the veteran presence of Zack Martin, who retired. The acquisition of George Pickens should take some pressure off CeeDee Lamb and Gemini likes the revamped running back room. Either way, Dallas is a wild card with a big gap between the floor and the ceiling. Surprises continue in the NFC East as the Giants check in at 8-9. Despite a new-look quarterback room headlined by Russell Wilson, the Giants don't profile as a team prepared to make such a vast improvement in 2025, considering the challenging schedule that lies ahead. Gemini is higher on them than most, but an offense led by Malik Nabers coupled with a pass rush featuring Brian Burns and Abdul Carter can certainly make even the most pessimistic see a ray of sunshine in the future. No matter what, Washington has always been a city that disappoints 50% of people at a given moment in time. In the case of the Commanders, this might be closer to unanimous - an unheard of conclusion in the district. Barring an injury to Jayden Daniels, it seems impossible for the Commanders to finish 6-11 after making the trip to the NFC championship a season ago. The chatbot pointed out that Washington is going all-in and could struggle to integrate those pieces. Color us skeptical. NFC North Green Bay Packers: 11-6 Detroit Lions: 10-7 Chicago Bears: 9-8 Minnesota Vikings: 7-10 The Packers finished four games behind the NFC North champions in 2024 after totaling 11 wins. According to Gemini, that same win total will be enough to grant them a home playoff game in 2025. The chatbot is expecting a big year for Jordan Love and likes the Matthew Golden draft pick, adding that improving on a 1-5 record in division games will be enough to put them in the top spot. Detroit, on the other hand, is primed for a setback this season. That is thanks in large part to the staffing changes following the departures of both coordinators, Ben Johnson and Aaron Glenn. After injuries claimed many roster players last year, this will be a Lions group that faces some new challenges in a division that provides no soft landing spot. As if losing the coordinators wasn't bad enough, the Lions will have to watch as Johnson takes over for their rivals in Chicago. The Bears are a popular breakout candidate with the expectation of a second-year leap from Caleb Williams and now they are also armed with a capable offensive line. Protecting Williams is key, but the quarterback must also step up his play. If both things come true, the Windy City is in for an exciting fall. The Vikings bet on J.J. McCarthy as their quarterback of the future. It would've been easy to stick with what worked last year while the quarterback was sidelined. After all, 14-win seasons don't grow on trees. Yet Minnesota is making the move to the former Michigan man, hoping he can deliver the goods in the Twin Cities. Gemini isn't a believer, calling it a season of transition for the Vikings. Depending on McCarthy's season, decision-makers in Minnesota could end up wondering if Sam Darnold is the one that got away. NFC South Atlanta Falcons: 10-7 Tampa Bay Buccaneers: 9-8 Carolina Panthers: 7-10 New Orleans Saints: 4-13 Talent has never been the question for the Falcons. Atlanta's woes seem to be more a citywide sports issue, but Gemini is predicting the football team will respond in a big way this season, winning the division for the first time since 2016. They are loaded on offense with Bijan Robinson and Drake London, while the defense tries to catch up with a much-improved pass rush. Jalon Walker and James Pearce Jr. both enter the fold, representing the youth movement in the ATL. A big step forward from Michael Penix Jr. could be all they need to make some serious noise. The Buccaneers have become a factory for producing offensive coordinators in recent years, losing Dave Canales and Coen to head coaching jobs. Now it's Josh Grizzard's turn, but that lack of continuity can also be a problem. That is also Gemini's primary concern, suggesting that turnover could lead to a slow start. Tampa remains the team to beat in the NFC South, but the chatbot predicts they will fall short in 2025. Much like how Johnson left Detroit to join the division foes in Chicago, Canales did the same to Tampa Bay by leaving for Carolina. His Panthers are looking to turn a corner this year and Bryce Young is a big reason for that. He made strides in 2024, giving Carolina a reason to be optimistic. Despite being in the midst of a rebuild, the Panthers can be frisky in 2025. Unless some higher power intervenes, the Saints won't be winning many games this year. There is talent on the roster, even if it's often injured, but the quarterback spot is a complete unknown. Derek Carr retired, leaving Tyler Shough as the apparent starter in New Orleans. Kellen Moore, the team's new head coach, has his work cut out for him in what should be a year that isn't defined by wins and losses. MORE: Los Angeles Rams are 'right place' for wide receiver Davante Adams NFC West San Francisco 49ers: 12-5 Los Angeles Rams: 10-7 Arizona Cardinals: 8-9 Seattle Seahawks: 7-10 After a short stay at the bottom of the NFC West, Gemini has the 49ers back on top in 2025. Last year was ruined by injuries for San Francisco, leading to some new players emerging in different spots. Now they are loaded up for what they hope is a deep playoff run. Gemini has them tied for the league lead in wins, staving off tough competition from their Southern California neighbors. The Rams lost the snow globe battle in the playoffs against the Eagles, but proved they are Super Bowl contenders. It wasn't a guarantee that would remain the case after the offseason. Matthew Stafford was involved in trade rumors, but he is now back for another run in Hollywood. They made a big splash by signing Davante Adams. On paper, this should be a top team in the league. Gemini has them finishing second in the NFC West, but this is a squad no one will want to play in January. Gemini didn't specify how the Cardinals' season will play out, but we can only assume it expects a hot start followed by a limp to the finish line. Arizona's defense should make some significant strides; however, this team goes as far as Kyler Murray takes them. That is evidenced by the extreme highs and lows that the Cardinals seem to experience every year. If he can find some consistency, this team can be in the hunt. Our last stop on our tour around the NFL and the NFC West is Seattle. The Seahawks will have a new look in 2025, highlighted by the arrivals of Darnold and Cooper Kupp. It remains to be seen if Darnold can replicate the magic he found in Minnesota last season, leaving the Seahawks as an unknown. They are remaking the team with Mike Macdonald's vision in mind, turning the page from the Carroll era. The chatbot expects flashes, but not a lot of consistency. We tend to agree.


BBC News
5 hours ago
- BBC News
Google launches new AI search feature in UK
Google is rolling out a new tool in the UK that will generate results using artificial intelligence (AI), in a significant shake-up to the world's most popular search of a list of search results showing links to other websites in blue type, people who choose "AI Mode" will be given an answer written in a conversational style, containing far fewer links to other new search tool will not replace Google's existing search platform, which processes billions of queries every experts predict such tools will increasingly incorporate AI, a shift that is concerning organisations, firms and publishers, which rely on search traffic. People are increasingly turning to AI chatbots such as ChatGPT instead of traditional search engines to find quick, simple answers to questions, even though they are not always itself already includes a brief AI-generated "overview" in the listed results for some the new tool, which uses Google's Gemini AI platform to generate its answers, has already been launched in the US and is being rolled out in the UK over the next few now, AI Mode will be optional and will appear both as a tab and an option within the search box itself. Complicated queries The tech giant said it was responding to changes in the way people use its search engine to ask more complicated questions."About two years ago, if you spilled coffee on your carpet, you would have [searched for] 'clean carpet stain'," said Google's product manager for search, Hema Budaraju. "That's how you would have probably keyworded your way through. "Now, my query is likely to be, 'I spilled coffee on my Berber carpet, I'm looking for a cleaner that is pet friendly'." The BBC was unable to test the tool with its own questions during the demo because the tool had not yet been activated in the Google provided a demo using the example of someone searching for suitable places to take a young family strawberry the answers it provided seemed to be spread over a wide geographical area. It featured a handful of links to businesses, including their locations on a map, but they came lower down in the response, compared to a traditional Google search. Clicking links Businesses, from retailers to news publishers, currently rely on web traffic funnelled their way from Google's search results. Firms can pay for prime spots on the results lists, as a form of advertising.A shift towards AI-generated responses, containing fewer direct links, could up-end that Budaraju said the firm had not yet finalised how advertising revenue for AI Mode would work, or whether firms would be able to pay to be included in the it is already concerning some businesses, who say people are less likely to click through to their websites via the links contained in an AI summary. Ms Budaraju disagreed with this characterisation."I would say that I think people are going to use these technologies to unlock newer information-seeking journeys," she said. "These kind of questions didn't happen before, and now you made it really possible for people to express anything a lot more naturally."The Daily Mail claims the number of people who click its links from Google search results has fallen by around 50% on both desktop and mobile traffic since Google introduced its AI Overview a recent study by the Pew Research Centre suggested that people only clicked a link once in every 100 searches when there was an AI summary at the top of the page. Google argues the research methodology in that study was flawed. News model Rosa Curling, director of the campaign group Foxglove which commissioned the research, said she was concerned what the increased use of AI might mean for news AI-generated summaries are often inaccurate, people weren't clicking through to the original news items they were based on, she said, undermining the business models of news organisations."What the AI summary now does is makes sure that the readers' eyes stay on the Google web page," she said."And the advertising revenue of those news outlets is being massively impacted."Google said it already generates more than two billion AI Overview boxes every day in more than 40 languages, although not in the EU, where legislation procludes are also significant concerns about the environmental impact of increased AI use. Running AI requires huge data centres that use a lot of power and clean water. Ms Budaraju said Google remained committed to sustainability."We are constantly, as Google and as Search, evolving sustainable ways to serve technology," she said.


Scottish Sun
15 hours ago
- Scottish Sun
I slashed the cost of my food shop using free app – Aldi & Lidl were NOT always cheapest on key products
The Sun's tech editor, Jamie Harris, was shocked by how much he saved on a summertime favourite - and it's not just food you can save money on APP-SURD! I slashed the cost of my food shop using free app – Aldi & Lidl were NOT always cheapest on key products Click to share on X/Twitter (Opens in new window) Click to share on Facebook (Opens in new window) KEEPING on top of food shopping prices is no easy feat with ever-changing promotions and special loyalty prices to confuse you too. But I've found a new way to get the cheapest price - and it's super easy. 2 Can AI tell me where to get these items for the cheapest price? Credit: Jamie Harris / The Sun 2 It's all thanks to a brainy AI app. While there are concerns about AI taking jobs - or worse still, causing an apocalypse - some of the more immediate uses can help save you money. Before you dismiss the idea, it doesn't even require any typing, just your phone and your voice. I've been testing Google's Gemini AI platform, which will serve as an extra pair of all-knowing eyes and ears as you shop (for the most part). All you have to do is show the app an item, and it'll find you cheaper alternatives. No scanning of barcodes, just let Gemini see the item, and it will go on the bargain hunt for you. If you are one to shop around for the best deal, this could be one to try out, as the app is completely free. I'm quite fortunate in that I have a Tesco, Sainsbury's, Asda, Morrisons, Lidl, Iceland, B&M and Savers all close by, which makes hopping between different stores that little bit easier. So how did I get on with Google Gemini for my food shop? While it's not absolutely perfect, the tech certainly helped me save some money. For reference, I stopped by all the shops mentioned to check whether the prices were correct on July 24. Google's Gemini AI app lets you chat out loud with shockingly humanlike virtual helper Diet Coke Diet Coke is a favourite in my household, so we tend to get a 2-litre bottle. Of course, there are own-brand alternatives around, but this is one item we refuse to compromise on. At the time, Morrisons had an offer on, two for £3. But Google Gemini informed me that the price can be beaten in a number of places. Interestingly, it knows Clubcard and Nectar Card prices too. Tesco had two for £2.75 with a Clubcard, which works out at £1.37 a bottle. It failed to note that Lidl currently has the same offer. However, It did correctly inform me of the prices in other supermarkets. In the end, I decided to get the Tesco deal, two for £2.75, saving me 25p. Wholemeal bread When buying bread, I tend to go for Hovis wholemeal medium (800g). At Morrisons it's £1.39 at the moment - and Gemini informs me it's the same everywhere else. I'm not fussed about brand on this item though, and will sometimes buy own brand. Gemini says Tesco and Sainsbury's options are "around 80p" - which is technically correct, though the exact price after checking is 75p at both. But it also recommends Aldi for "around 59p" and Lidl for "about 75p". Aldi is the cheapest, but it got the price slightly wrong; it's actually 55p. As I'm in Morrisons, I ask it to provide me with the price for the supermarket's own brand, which it tells me is 75p too. So, I go to Aldi and get theirs, saving me 20p. Spaghetti Spaghetti is another one where brand doesn't really matter to me. Morrison's own is 28p for a 500g pack. Gemini tells me that Tesco's and Sainsbury's own are priced the same. However, it takes a bit more probing to get Gemini to find the value range. After a while, it figures out that Hearty Food Co. Spaghetti from Tesco and Asda's Essentials Spaghetti are both 28p as well. So, everyone is pretty equal on this one and I can stick with Morrisons. Cadbury chocolate Back to brands, and Cadbury chocolate is another I refuse to trade for budget dupes. So let's take my favourite, the Cadbury Dairy Milk bar - and an 180g size. It's £2.50 here in Morrisons. I ask Gemini how much it is elsewhere, and it claims that Tesco's is cheapest for £2.45 with a Clubcard. This is correct. I did ask if it works out cheaper per gram to buy a different size bar and Gemini got a bit confused, so I'll stick to my 180g bar from Tesco for a little saving of 5p. Magnum ice cream It's the time of year for Magnum ice cream, which you can find in packs of three or six. I'm on the lookout for a three-pack, and £2.75 from Morrisons seems a bit steep. So I asked Gemini to find a cheaper alternative, and it found me a whopping offer. Iceland is selling them for £1.75 at the moment, so that's £1 off. Other items I checked with Gemini 6 pack of eggs Gemini wrongly told me I could get them for 75p from Lidl - but they didn't seem to stock any of the sort at my local Lidl. The cheapest turned out to be Aldi, for 99p. Cheddar cheese (400g) All the main supermarkets offering a basic 400g cheddar cheese had the same price, £2.79. Iceberg lettuce Gemini correctly told me that Tesco was cheapest at 69p with a Clubcard, compared to 89p virtually everywhere else, so I saved 20p here. Fairy Liquid (320ml) Gemini can help with non-food items too and looks in shops other than supermarkets. It correctly told me that Savers was cheapest for Fairy Liquid (320ml) at 89p, saving me 11p compared to Morrisons, Tesco and Sainsburys where it's £1. How much did I save in total? On these nine items alone, I saved £2.91 by going for swaps instead of sticking to one supermarket (Morrisons) and trading one branded item for an own-brand. The majority of these were highlighted to me by Gemini. This may not sound like a huge saving, but remember it's just based on a small basket shop. It's not to say any supermarket is cheaper or more expensive than the other, merely that it does pay to shop around - and that using Gemini could be helpful in that mission.